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ORCIDBibTeX records: Peter Szolovits
@article{DBLP:journals/jamia/McDermottDSLB24,
author = {Matthew McDermott and
Anand Dighe and
Peter Szolovits and
Yuan Luo and
Jason Baron},
title = {Using machine learning to develop smart reflex testing protocols},
journal = {J. Am. Medical Informatics Assoc.},
volume = {31},
number = {2},
pages = {416--425},
year = {2024},
url = {https://doi.org/10.1093/jamia/ocad187},
doi = {10.1093/JAMIA/OCAD187},
timestamp = {Thu, 29 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jamia/McDermottDSLB24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jamia/LiuWWHFMWHKLASZROHTHSSPCDHFSXL23,
author = {Sijia Liu and
Andrew Wen and
Liwei Wang and
Huan He and
Sunyang Fu and
Robert T. Miller and
Andrew E. Williams and
Daniel R. Harris and
Ramakanth Kavuluru and
Mei Liu and
Noor Abu{-}El{-}Rub and
Dalton Schutte and
Rui Zhang and
Masoud Rouhizadeh and
John D. Osborne and
Yongqun He and
Umit Topaloglu and
Stephanie S. Hong and
Joel H. Saltz and
Thomas Schaffter and
Emily R. Pfaff and
Christopher G. Chute and
Tim Duong and
Melissa A. Haendel and
Rafael Fuentes and
Peter Szolovits and
Hua Xu and
Hongfang Liu},
title = {An open natural language processing {(NLP)} framework for EHR-based
clinical research: a case demonstration using the National {COVID}
Cohort Collaborative {(N3C)}},
journal = {J. Am. Medical Informatics Assoc.},
volume = {30},
number = {12},
pages = {2036--2040},
year = {2023},
url = {https://doi.org/10.1093/jamia/ocad134},
doi = {10.1093/JAMIA/OCAD134},
timestamp = {Sun, 10 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jamia/LiuWWHFMWHKLASZROHTHSSPCDHFSXL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/McDermottYSZ23,
author = {Matthew B. A. McDermott and
Brendan Yap and
Peter Szolovits and
Marinka Zitnik},
title = {Structure-inducing pre-training},
journal = {Nat. Mac. Intell.},
volume = {5},
number = {6},
pages = {612--621},
year = {2023},
url = {https://doi.org/10.1038/s42256-023-00647-z},
doi = {10.1038/S42256-023-00647-Z},
timestamp = {Sat, 13 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/McDermottYSZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/chil/LehmanHMWSZNSJA23,
author = {Eric Lehman and
Evan Hernandez and
Diwakar Mahajan and
Jonas Wulff and
Micah J. Smith and
Zachary Ziegler and
Daniel Nadler and
Peter Szolovits and
Alistair E. W. Johnson and
Emily Alsentzer},
editor = {Bobak J. Mortazavi and
Tasmie Sarker and
Andrew Beam and
Joyce C. Ho},
title = {Do We Still Need Clinical Language Models?},
booktitle = {Conference on Health, Inference, and Learning, {CHIL} 2023, Broad
Institute of {MIT} and Harvard (Merkin Building), 415 Main Street,
Cambridge, MA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {209},
pages = {578--597},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v209/eric23a.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/chil/LehmanHMWSZNSJA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-00794,
author = {Matthew McDermott and
Anand Dighe and
Peter Szolovits and
Yuan Luo and
Jason Baron},
title = {Using Machine Learning to Develop Smart Reflex Testing Protocols},
journal = {CoRR},
volume = {abs/2302.00794},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2302.00794},
doi = {10.48550/ARXIV.2302.00794},
eprinttype = {arXiv},
eprint = {2302.00794},
timestamp = {Thu, 09 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2302-00794.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-08091,
author = {Eric Lehman and
Evan Hernandez and
Diwakar Mahajan and
Jonas Wulff and
Micah J. Smith and
Zachary Ziegler and
Daniel Nadler and
Peter Szolovits and
Alistair E. W. Johnson and
Emily Alsentzer},
title = {Do We Still Need Clinical Language Models?},
journal = {CoRR},
volume = {abs/2302.08091},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2302.08091},
doi = {10.48550/ARXIV.2302.08091},
eprinttype = {arXiv},
eprint = {2302.08091},
timestamp = {Mon, 20 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2302-08091.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-14358,
author = {Elena Sergeeva and
Anastasia Sergeeva and
Huiyun Tang and
Kerstin Bongard{-}Blanchy and
Peter Szolovits},
title = {Right, No Matter Why: {AI} Fact-checking and {AI} Authority in Health-related
Inquiry Settings},
journal = {CoRR},
volume = {abs/2310.14358},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.14358},
doi = {10.48550/ARXIV.2310.14358},
eprinttype = {arXiv},
eprint = {2310.14358},
timestamp = {Mon, 30 Oct 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-14358.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bionlp/LiangLIMRCS22,
author = {Jennifer J. Liang and
Eric Lehman and
Ananya Iyengar and
Diwakar Mahajan and
Preethi Raghavan and
Cindy Y. Chang and
Peter Szolovits},
editor = {Dina Demner{-}Fushman and
Kevin Bretonnel Cohen and
Sophia Ananiadou and
Junichi Tsujii},
title = {Towards Generalizable Methods for Automating Risk Score Calculation},
booktitle = {Proceedings of the 21st Workshop on Biomedical Language Processing,
BioNLP@ACL 2022, Dublin, Ireland, May 26, 2022},
pages = {426--431},
publisher = {Association for Computational Linguistics},
year = {2022},
url = {https://doi.org/10.18653/v1/2022.bionlp-1.42},
doi = {10.18653/V1/2022.BIONLP-1.42},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bionlp/LiangLIMRCS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlhc/BoagOS22,
author = {William Boag and
Mercy Oladipo and
Peter Szolovits},
editor = {Zachary C. Lipton and
Rajesh Ranganath and
Mark P. Sendak and
Michael W. Sjoding and
Serena Yeung},
title = {{EHR} Safari: Data is Contextual},
booktitle = {Proceedings of the Machine Learning for Healthcare Conference, {MLHC}
2022, 5-6 August 2022, Durham, NC, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {182},
pages = {391--408},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v182/boag22a.html},
timestamp = {Fri, 17 Feb 2023 10:24:51 +0100},
biburl = {https://dblp.org/rec/conf/mlhc/BoagOS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-02696,
author = {Eric Lehman and
Vladislav Lialin and
Katelyn Y. Legaspi and
Anne Janelle R. Sy and
Patricia Therese S. Pile and
Nicole Rose I. Alberto and
Richard Raymund R. Ragasa and
Corinna Victoria M. Puyat and
Isabelle Rose I. Alberto and
Pia Gabrielle I. Alfonso and
Marianne Tali{\~{n}}o and
Dana Moukheiber and
Byron C. Wallace and
Anna Rumshisky and
Jennifer J. Liang and
Preethi Raghavan and
Leo Anthony Celi and
Peter Szolovits},
title = {Learning to Ask Like a Physician},
journal = {CoRR},
volume = {abs/2206.02696},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.02696},
doi = {10.48550/ARXIV.2206.02696},
eprinttype = {arXiv},
eprint = {2206.02696},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-02696.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jamia/ZhangHWPCSMLKC21,
author = {Harrison G. Zhang and
Boris P. Hejblum and
Griffin M. Weber and
Nathan P. Palmer and
Susanne E. Churchill and
Peter Szolovits and
Shawn N. Murphy and
Katherine P. Liao and
Isaac S. Kohane and
Tianxi Cai},
title = {{ATLAS:} an automated association test using probabilistically linked
health records with application to genetic studies},
journal = {J. Am. Medical Informatics Assoc.},
volume = {28},
number = {12},
pages = {2582--2592},
year = {2021},
url = {https://doi.org/10.1093/jamia/ocab187},
doi = {10.1093/JAMIA/OCAB187},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jamia/ZhangHWPCSMLKC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/amia/ChandraRLMS21,
author = {Rachita Chandra and
Preethi Raghavan and
Jennifer J. Liang and
Diwakar Mahajan and
Peter Szolovits},
title = {emrKBQA: Creating a Clinical Knowledge-Base Question Answering Dataset},
booktitle = {{AMIA} 2021, American Medical Informatics Association Annual Symposium,
San Diego, CA, USA, October 30, 2021 - November 3, 2021},
publisher = {{AMIA}},
year = {2021},
url = {https://knowledge.amia.org/74229-amia-1.4622266/t005-1.4625076/t005-1.4625077/3576467-1.4625867/3577357-1.4625864},
timestamp = {Wed, 17 Apr 2024 11:46:53 +0200},
biburl = {https://dblp.org/rec/conf/amia/ChandraRLMS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bionlp/RaghavanLMCS21,
author = {Preethi Raghavan and
Jennifer J. Liang and
Diwakar Mahajan and
Rachita Chandra and
Peter Szolovits},
editor = {Dina Demner{-}Fushman and
Kevin Bretonnel Cohen and
Sophia Ananiadou and
Junichi Tsujii},
title = {emrKBQA: {A} Clinical Knowledge-Base Question Answering Dataset},
booktitle = {Proceedings of the 20th Workshop on Biomedical Language Processing,
BioNLP@NAACL-HLT 2021, Online, June 11, 2021},
pages = {64--73},
publisher = {Association for Computational Linguistics},
year = {2021},
url = {https://doi.org/10.18653/v1/2021.bionlp-1.7},
doi = {10.18653/V1/2021.BIONLP-1.7},
timestamp = {Tue, 16 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bionlp/RaghavanLMCS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/chil/McDermottNKZGSG21,
author = {Matthew B. A. McDermott and
Bret Nestor and
Evan Kim and
Wancong Zhang and
Anna Goldenberg and
Peter Szolovits and
Marzyeh Ghassemi},
editor = {Marzyeh Ghassemi and
Tristan Naumann and
Emma Pierson},
title = {A comprehensive {EHR} timeseries pre-training benchmark},
booktitle = {{ACM} {CHIL} '21: {ACM} Conference on Health, Inference, and Learning,
Virtual Event, USA, April 8-9, 2021},
pages = {257--278},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3450439.3451877},
doi = {10.1145/3450439.3451877},
timestamp = {Mon, 12 Apr 2021 09:34:17 +0200},
biburl = {https://dblp.org/rec/conf/chil/McDermottNKZGSG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2102-00466,
author = {Matthew B. A. McDermott and
Brendan Yap and
Tzu{-}Ming Harry Hsu and
Di Jin and
Peter Szolovits},
title = {Adversarial Contrastive Pre-training for Protein Sequences},
journal = {CoRR},
volume = {abs/2102.00466},
year = {2021},
url = {https://arxiv.org/abs/2102.00466},
eprinttype = {arXiv},
eprint = {2102.00466},
timestamp = {Tue, 09 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2102-00466.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2103-10334,
author = {Matthew B. A. McDermott and
Brendan Yap and
Peter Szolovits and
Marinka Zitnik},
title = {Rethinking Relational Encoding in Language Model: Pre-Training for
General Sequences},
journal = {CoRR},
volume = {abs/2103.10334},
year = {2021},
url = {https://arxiv.org/abs/2103.10334},
eprinttype = {arXiv},
eprint = {2103.10334},
timestamp = {Wed, 24 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2103-10334.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-10780,
author = {Sijia Liu and
Andrew Wen and
Liwei Wang and
Huan He and
Sunyang Fu and
Robert T. Miller and
Andrew E. Williams and
Daniel R. Harris and
Ramakanth Kavuluru and
Mei Liu and
Noor Abu{-}El{-}Rub and
Rui Zhang and
John D. Osborne and
Masoud Rouhizadeh and
Yongqun He and
Emily R. Pfaff and
Christopher G. Chute and
Tim Duong and
Melissa A. Haendel and
Rafael Fuentes and
Peter Szolovits and
Hua Xu and
Hongfang Liu},
title = {An Open Natural Language Processing Development Framework for EHR-based
Clinical Research: {A} case demonstration using the National {COVID}
Cohort Collaborative {(N3C)}},
journal = {CoRR},
volume = {abs/2110.10780},
year = {2021},
url = {https://arxiv.org/abs/2110.10780},
eprinttype = {arXiv},
eprint = {2110.10780},
timestamp = {Wed, 13 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2110-10780.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2112-02625,
author = {Di Jin and
Elena Sergeeva and
Wei{-}Hung Weng and
Geeticka Chauhan and
Peter Szolovits},
title = {Explainable Deep Learning in Healthcare: {A} Methodological Survey
from an Attribution View},
journal = {CoRR},
volume = {abs/2112.02625},
year = {2021},
url = {https://arxiv.org/abs/2112.02625},
eprinttype = {arXiv},
eprint = {2112.02625},
timestamp = {Wed, 08 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2112-02625.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bioinformatics/JinS20,
author = {Di Jin and
Peter Szolovits},
title = {Advancing {PICO} element detection in biomedical text via deep neural
networks},
journal = {Bioinform.},
volume = {36},
number = {12},
pages = {3856--3862},
year = {2020},
url = {https://doi.org/10.1093/bioinformatics/btaa256},
doi = {10.1093/BIOINFORMATICS/BTAA256},
timestamp = {Fri, 25 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/bioinformatics/JinS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcbb/McDermottWZSSKH20,
author = {Matthew B. A. McDermott and
Jennifer Wang and
Wen{-}Ning Zhao and
Steven Sheridan and
Peter Szolovits and
Isaac S. Kohane and
Stephen J. Haggarty and
Roy H. Perlis},
title = {Deep Learning Benchmarks on {L1000} Gene Expression Data},
journal = {{IEEE} {ACM} Trans. Comput. Biol. Bioinform.},
volume = {17},
number = {6},
pages = {1846--1857},
year = {2020},
url = {https://doi.org/10.1109/TCBB.2019.2910061},
doi = {10.1109/TCBB.2019.2910061},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tcbb/McDermottWZSSKH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/JinJZS20,
author = {Di Jin and
Zhijing Jin and
Joey Tianyi Zhou and
Peter Szolovits},
title = {Is {BERT} Really Robust? {A} Strong Baseline for Natural Language
Attack on Text Classification and Entailment},
booktitle = {The Thirty-Fourth {AAAI} Conference on Artificial Intelligence, {AAAI}
2020, The Thirty-Second Innovative Applications of Artificial Intelligence
Conference, {IAAI} 2020, The Tenth {AAAI} Symposium on Educational
Advances in Artificial Intelligence, {EAAI} 2020, New York, NY, USA,
February 7-12, 2020},
pages = {8018--8025},
publisher = {{AAAI} Press},
year = {2020},
url = {https://doi.org/10.1609/aaai.v34i05.6311},
doi = {10.1609/AAAI.V34I05.6311},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/JinJZS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/JinJZOS20,
author = {Di Jin and
Zhijing Jin and
Joey Tianyi Zhou and
Lisa Orii and
Peter Szolovits},
editor = {Dan Jurafsky and
Joyce Chai and
Natalie Schluter and
Joel R. Tetreault},
title = {Hooks in the Headline: Learning to Generate Headlines with Controlled
Styles},
booktitle = {Proceedings of the 58th Annual Meeting of the Association for Computational
Linguistics, {ACL} 2020, Online, July 5-10, 2020},
pages = {5082--5093},
publisher = {Association for Computational Linguistics},
year = {2020},
url = {https://doi.org/10.18653/v1/2020.acl-main.456},
doi = {10.18653/V1/2020.ACL-MAIN.456},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/JinJZOS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl-clinicalnlp/MinRS20,
author = {So Yeon Min and
Preethi Raghavan and
Peter Szolovits},
editor = {Anna Rumshisky and
Kirk Roberts and
Steven Bethard and
Tristan Naumann},
title = {Advancing Seq2seq with Joint Paraphrase Learning},
booktitle = {Proceedings of the 3rd Clinical Natural Language Processing Workshop,
ClinicalNLP@EMNLP 2020, Online, November 19, 2020},
pages = {269--279},
publisher = {Association for Computational Linguistics},
year = {2020},
url = {https://doi.org/10.18653/v1/2020.clinicalnlp-1.30},
doi = {10.18653/V1/2020.CLINICALNLP-1.30},
timestamp = {Mon, 09 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl-clinicalnlp/MinRS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/akbc/MinRS20,
author = {So Yeon Min and
Preethi Raghavan and
Peter Szolovits},
editor = {Dipanjan Das and
Hannaneh Hajishirzi and
Andrew McCallum and
Sameer Singh},
title = {TransINT: Embedding Implication Rules in Knowledge Graphs with Isomorphic
Intersections of Linear Subspaces},
booktitle = {Conference on Automated Knowledge Base Construction, {AKBC} 2020,
Virtual, June 22-24, 2020},
year = {2020},
url = {https://doi.org/10.24432/C5QG6H},
doi = {10.24432/C5QG6H},
timestamp = {Tue, 12 Jan 2021 16:24:06 +0100},
biburl = {https://dblp.org/rec/conf/akbc/MinRS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bionlp/RawatWMRS20,
author = {Bhanu Pratap Singh Rawat and
Wei{-}Hung Weng and
So Yeon Min and
Preethi Raghavan and
Peter Szolovits},
editor = {Dina Demner{-}Fushman and
Kevin Bretonnel Cohen and
Sophia Ananiadou and
Junichi Tsujii},
title = {Entity-Enriched Neural Models for Clinical Question Answering},
booktitle = {Proceedings of the 19th SIGBioMed Workshop on Biomedical Language
Processing, BioNLP 2020, Online, July 9, 2020},
pages = {112--122},
publisher = {Association for Computational Linguistics},
year = {2020},
url = {https://doi.org/10.18653/v1/2020.bionlp-1.12},
doi = {10.18653/V1/2020.BIONLP-1.12},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bionlp/RawatWMRS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/ChauhanLWAWBHSG20,
author = {Geeticka Chauhan and
Ruizhi Liao and
William M. Wells III and
Jacob Andreas and
Xin Wang and
Seth J. Berkowitz and
Steven Horng and
Peter Szolovits and
Polina Golland},
editor = {Anne L. Martel and
Purang Abolmaesumi and
Danail Stoyanov and
Diana Mateus and
Maria A. Zuluaga and
S. Kevin Zhou and
Daniel Racoceanu and
Leo Joskowicz},
title = {Joint Modeling of Chest Radiographs and Radiology Reports for Pulmonary
Edema Assessment},
booktitle = {Medical Image Computing and Computer Assisted Intervention - {MICCAI}
2020 - 23rd International Conference, Lima, Peru, October 4-8, 2020,
Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12262},
pages = {529--539},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-59713-9\_51},
doi = {10.1007/978-3-030-59713-9\_51},
timestamp = {Tue, 15 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/miccai/ChauhanLWAWBHSG20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlhc/McDermottHWGS20,
author = {Matthew B. A. McDermott and
Tzu{-}Ming Harry Hsu and
Wei{-}Hung Weng and
Marzyeh Ghassemi and
Peter Szolovits},
editor = {Finale Doshi{-}Velez and
Jim Fackler and
Ken Jung and
David C. Kale and
Rajesh Ranganath and
Byron C. Wallace and
Jenna Wiens},
title = {CheXpert++: Approximating the CheXpert Labeler for Speed, Differentiability,
and Probabilistic Output},
booktitle = {Proceedings of the Machine Learning for Healthcare Conference, {MLHC}
2020, 7-8 August 2020, Virtual Event, Durham, NC, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {126},
pages = {913--927},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v126/mcdermott20a.html},
timestamp = {Mon, 30 Nov 2020 08:54:44 +0100},
biburl = {https://dblp.org/rec/conf/mlhc/McDermottHWGS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/WLCCS20,
author = {Aaron Sonabend W. and
Junwei Lu and
Leo Anthony Celi and
Tianxi Cai and
Peter Szolovits},
editor = {Hugo Larochelle and
Marc'Aurelio Ranzato and
Raia Hadsell and
Maria{-}Florina Balcan and
Hsuan{-}Tien Lin},
title = {Expert-Supervised Reinforcement Learning for Offline Policy Learning
and Evaluation},
booktitle = {Advances in Neural Information Processing Systems 33: Annual Conference
on Neural Information Processing Systems 2020, NeurIPS 2020, December
6-12, 2020, virtual},
year = {2020},
url = {https://proceedings.neurips.cc/paper/2020/hash/daf642455364613e2120c636b5a1f9c7-Abstract.html},
timestamp = {Tue, 19 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/WLCCS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2001-08140,
author = {Di Jin and
Zhijing Jin and
Joey Tianyi Zhou and
Peter Szolovits},
title = {Unsupervised Domain Adaptation for Neural Machine Translation with
Iterative Back Translation},
journal = {CoRR},
volume = {abs/2001.08140},
year = {2020},
url = {https://arxiv.org/abs/2001.08140},
eprinttype = {arXiv},
eprint = {2001.08140},
timestamp = {Fri, 24 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2001-08140.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2004-01980,
author = {Di Jin and
Zhijing Jin and
Joey Tianyi Zhou and
Lisa Orii and
Peter Szolovits},
title = {Hooks in the Headline: Learning to Generate Headlines with Controlled
Styles},
journal = {CoRR},
volume = {abs/2004.01980},
year = {2020},
url = {https://arxiv.org/abs/2004.01980},
eprinttype = {arXiv},
eprint = {2004.01980},
timestamp = {Wed, 08 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2004-01980.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2005-06587,
author = {Bhanu Pratap Singh Rawat and
Wei{-}Hung Weng and
Preethi Raghavan and
Peter Szolovits},
title = {Entity-Enriched Neural Models for Clinical Question Answering},
journal = {CoRR},
volume = {abs/2005.06587},
year = {2020},
url = {https://arxiv.org/abs/2005.06587},
eprinttype = {arXiv},
eprint = {2005.06587},
timestamp = {Fri, 22 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2005-06587.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-13189,
author = {Aaron Sonabend W. and
Junwei Lu and
Leo A. Celi and
Tianxi Cai and
Peter Szolovits},
title = {Expert-Supervised Reinforcement Learning for Offline Policy Learning
and Evaluation},
journal = {CoRR},
volume = {abs/2006.13189},
year = {2020},
url = {https://arxiv.org/abs/2006.13189},
eprinttype = {arXiv},
eprint = {2006.13189},
timestamp = {Fri, 04 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-13189.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-15229,
author = {Matthew B. A. McDermott and
Tzu{-}Ming Harry Hsu and
Wei{-}Hung Weng and
Marzyeh Ghassemi and
Peter Szolovits},
title = {CheXpert++: Approximating the CheXpert labeler for Speed, Differentiability,
and Probabilistic Output},
journal = {CoRR},
volume = {abs/2006.15229},
year = {2020},
url = {https://arxiv.org/abs/2006.15229},
eprinttype = {arXiv},
eprint = {2006.15229},
timestamp = {Wed, 01 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-15229.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2007-00271,
author = {So Yeon Min and
Preethi Raghavan and
Peter Szolovits},
title = {TransINT: Embedding Implication Rules in Knowledge Graphs with Isomorphic
Intersections of Linear Subspaces},
journal = {CoRR},
volume = {abs/2007.00271},
year = {2020},
url = {https://arxiv.org/abs/2007.00271},
eprinttype = {arXiv},
eprint = {2007.00271},
timestamp = {Mon, 06 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2007-00271.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2007-10185,
author = {Matthew B. A. McDermott and
Bret Nestor and
Evan Kim and
Wancong Zhang and
Anna Goldenberg and
Peter Szolovits and
Marzyeh Ghassemi},
title = {A Comprehensive Evaluation of Multi-task Learning and Multi-task Pre-training
on {EHR} Time-series Data},
journal = {CoRR},
volume = {abs/2007.10185},
year = {2020},
url = {https://arxiv.org/abs/2007.10185},
eprinttype = {arXiv},
eprint = {2007.10185},
timestamp = {Tue, 28 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2007-10185.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2008-09884,
author = {Geeticka Chauhan and
Ruizhi Liao and
William M. Wells III and
Jacob Andreas and
Xin Wang and
Seth J. Berkowitz and
Steven Horng and
Peter Szolovits and
Polina Golland},
title = {Joint Modeling of Chest Radiographs and Radiology Reports for Pulmonary
Edema Assessment},
journal = {CoRR},
volume = {abs/2008.09884},
year = {2020},
url = {https://arxiv.org/abs/2008.09884},
eprinttype = {arXiv},
eprint = {2008.09884},
timestamp = {Tue, 15 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2008-09884.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2009-13081,
author = {Di Jin and
Eileen Pan and
Nassim Oufattole and
Wei{-}Hung Weng and
Hanyi Fang and
Peter Szolovits},
title = {What Disease does this Patient Have? {A} Large-scale Open Domain Question
Answering Dataset from Medical Exams},
journal = {CoRR},
volume = {abs/2009.13081},
year = {2020},
url = {https://arxiv.org/abs/2009.13081},
eprinttype = {arXiv},
eprint = {2009.13081},
timestamp = {Wed, 30 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2009-13081.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jamia/LiaoSCLHHHGZHCG19,
author = {Katherine P. Liao and
Jiehuan Sun and
Tianrun A. Cai and
Nicholas B. Link and
Chuan Hong and
Jie Huang and
Jennifer E. Huffman and
Jessica L. Gronsbell and
Yichi Zhang and
Yuk{-}Lam Ho and
Victor M. Castro and
Vivian S. Gainer and
Shawn N. Murphy and
Christopher J. O'Donnell and
J. Michael Gaziano and
Kelly Cho and
Peter Szolovits and
Isaac S. Kohane and
Sheng Yu},
title = {High-throughput multimodal automated phenotyping {(MAP)} with application
to PheWAS},
journal = {J. Am. Medical Informatics Assoc.},
volume = {26},
number = {11},
pages = {1255--1262},
year = {2019},
url = {https://doi.org/10.1093/jamia/ocz066},
doi = {10.1093/JAMIA/OCZ066},
timestamp = {Wed, 25 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jamia/LiaoSCLHHHGZHCG19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl-louhi/SergeevaZTS19,
author = {Elena Sergeeva and
Henghui Zhu and
Amir Tahmasebi and
Peter Szolovits},
editor = {Eben Holderness and
Antonio Jimeno{-}Yepes and
Alberto Lavelli and
Anne{-}Lyse Minard and
James Pustejovsky and
Fabio Rinaldi},
title = {Neural Token Representations and Negation and Speculation Scope Detection
in Biomedical and General Domain Text},
booktitle = {Proceedings of the Tenth International Workshop on Health Text Mining
and Information Analysis LOUHI@EMNLP 2019, Hong Kong, November 3,
2019},
pages = {178--187},
publisher = {Association for Computational Linguistics},
year = {2019},
url = {https://doi.org/10.18653/v1/D19-6221},
doi = {10.18653/V1/D19-6221},
timestamp = {Thu, 05 Aug 2021 17:36:17 +0200},
biburl = {https://dblp.org/rec/conf/acl-louhi/SergeevaZTS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl-wnlp/ChauhanMS19,
author = {Geeticka Chauhan and
Matthew B. A. McDermott and
Peter Szolovits},
editor = {Amittai Axelrod and
Diyi Yang and
Rossana Cunha and
Samira Shaikh and
Zeerak Waseem},
title = {A Framework for Relation Extraction Across Multiple Datasets in Multiple
Domains},
booktitle = {Proceedings of the 2019 Workshop on Widening NLP@ACL 2019, Florence,
Italy, July 28, 2019},
pages = {18--20},
publisher = {Association for Computational Linguistics},
year = {2019},
url = {https://aclanthology.org/W19-3608/},
timestamp = {Tue, 07 Nov 2023 10:29:09 +0100},
biburl = {https://dblp.org/rec/conf/acl-wnlp/ChauhanMS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bionlp/ChauhanMS19,
author = {Geeticka Chauhan and
Matthew B. A. McDermott and
Peter Szolovits},
editor = {Dina Demner{-}Fushman and
Kevin Bretonnel Cohen and
Sophia Ananiadou and
Junichi Tsujii},
title = {REflex: Flexible Framework for Relation Extraction in Multiple Domains},
booktitle = {Proceedings of the 18th BioNLP Workshop and Shared Task, BioNLP@ACL
2019, Florence, Italy, August 1, 2019},
pages = {30--47},
publisher = {Association for Computational Linguistics},
year = {2019},
url = {https://doi.org/10.18653/v1/w19-5004},
doi = {10.18653/V1/W19-5004},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bionlp/ChauhanMS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/WengCS19,
author = {Wei{-}Hung Weng and
Yu{-}An Chung and
Peter Szolovits},
editor = {Ankur Teredesai and
Vipin Kumar and
Ying Li and
R{\'{o}}mer Rosales and
Evimaria Terzi and
George Karypis},
title = {Unsupervised Clinical Language Translation},
booktitle = {Proceedings of the 25th {ACM} {SIGKDD} International Conference on
Knowledge Discovery {\&} Data Mining, {KDD} 2019, Anchorage, AK,
USA, August 4-8, 2019},
pages = {3121--3131},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3292500.3330710},
doi = {10.1145/3292500.3330710},
timestamp = {Tue, 16 Aug 2022 23:04:27 +0200},
biburl = {https://dblp.org/rec/conf/kdd/WengCS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/medinfo/SunBDSWI019,
author = {Mengxin Sun and
Jason Baron and
Anand Dighe and
Peter Szolovits and
Richard G. Wunderink and
Tamara Isakova and
Yuan Luo},
editor = {Lucila Ohno{-}Machado and
Brigitte S{\'{e}}roussi},
title = {Early Prediction of Acute Kidney Injury in Critical Care Setting Using
Clinical Notes and Structured Multivariate Physiological Measurements},
booktitle = {{MEDINFO} 2019: Health and Wellbeing e-Networks for All - Proceedings
of the 17th World Congress on Medical and Health Informatics, Lyon,
France, 25-30 August 2019},
series = {Studies in Health Technology and Informatics},
volume = {264},
pages = {368--372},
publisher = {{IOS} Press},
year = {2019},
url = {https://doi.org/10.3233/SHTI190245},
doi = {10.3233/SHTI190245},
timestamp = {Tue, 11 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/medinfo/SunBDSWI019.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlhc/LiuHMBWSG19,
author = {Guanxiong Liu and
Tzu{-}Ming Harry Hsu and
Matthew B. A. McDermott and
Willie Boag and
Wei{-}Hung Weng and
Peter Szolovits and
Marzyeh Ghassemi},
editor = {Finale Doshi{-}Velez and
Jim Fackler and
Ken Jung and
David C. Kale and
Rajesh Ranganath and
Byron C. Wallace and
Jenna Wiens},
title = {Clinically Accurate Chest X-Ray Report Generation},
booktitle = {Proceedings of the Machine Learning for Healthcare Conference, {MLHC}
2019, 9-10 August 2019, Ann Arbor, Michigan, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {106},
pages = {249--269},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v106/liu19a.html},
timestamp = {Fri, 27 Nov 2020 15:17:46 +0100},
biburl = {https://dblp.org/rec/conf/mlhc/LiuHMBWSG19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/BoagHMBAS19,
author = {William Boag and
Tzu{-}Ming Harry Hsu and
Matthew B. A. McDermott and
Gabriela Berner and
Emily Alsentzer and
Peter Szolovits},
editor = {Adrian V. Dalca and
Matthew B. A. McDermott and
Emily Alsentzer and
Samuel G. Finlayson and
Michael Oberst and
Fabian Falck and
Brett K. Beaulieu{-}Jones},
title = {Baselines for Chest X-Ray Report Generation},
booktitle = {Machine Learning for Health Workshop, ML4H@NeurIPS 2019, Vancouver,
BC, Canada, 13 December 2019},
series = {Proceedings of Machine Learning Research},
volume = {116},
pages = {126--140},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v116/boag20a.html},
timestamp = {Mon, 22 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/BoagHMBAS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1902-01177,
author = {Wei{-}Hung Weng and
Yu{-}An Chung and
Peter Szolovits},
title = {Unsupervised Clinical Language Translation},
journal = {CoRR},
volume = {abs/1902.01177},
year = {2019},
url = {http://arxiv.org/abs/1902.01177},
eprinttype = {arXiv},
eprint = {1902.01177},
timestamp = {Tue, 21 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1902-01177.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1904-02633,
author = {Guanxiong Liu and
Tzu{-}Ming Harry Hsu and
Matthew B. A. McDermott and
Willie Boag and
Wei{-}Hung Weng and
Peter Szolovits and
Marzyeh Ghassemi},
title = {Clinically Accurate Chest X-Ray Report Generation},
journal = {CoRR},
volume = {abs/1904.02633},
year = {2019},
url = {http://arxiv.org/abs/1904.02633},
eprinttype = {arXiv},
eprint = {1904.02633},
timestamp = {Wed, 24 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1904-02633.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1906-08318,
author = {Geeticka Chauhan and
Matthew B. A. McDermott and
Peter Szolovits},
title = {REflex: Flexible Framework for Relation Extraction in Multiple Domains},
journal = {CoRR},
volume = {abs/1906.08318},
year = {2019},
url = {http://arxiv.org/abs/1906.08318},
eprinttype = {arXiv},
eprint = {1906.08318},
timestamp = {Mon, 24 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1906-08318.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1907-11932,
author = {Di Jin and
Zhijing Jin and
Joey Tianyi Zhou and
Peter Szolovits},
title = {Is {BERT} Really Robust? Natural Language Attack on Text Classification
and Entailment},
journal = {CoRR},
volume = {abs/1907.11932},
year = {2019},
url = {http://arxiv.org/abs/1907.11932},
eprinttype = {arXiv},
eprint = {1907.11932},
timestamp = {Thu, 01 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1907-11932.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1909-09248,
author = {Wei{-}Hung Weng and
Peter Szolovits},
title = {Representation Learning for Electronic Health Records},
journal = {CoRR},
volume = {abs/1909.09248},
year = {2019},
url = {http://arxiv.org/abs/1909.09248},
eprinttype = {arXiv},
eprint = {1909.09248},
timestamp = {Tue, 24 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1909-09248.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jamia/YuMGCAGCSMKLC18,
author = {Sheng Yu and
Yumeng Ma and
Jessica L. Gronsbell and
Tianrun A. Cai and
Ashwin N. Ananthakrishnan and
Vivian S. Gainer and
Susanne E. Churchill and
Peter Szolovits and
Shawn N. Murphy and
Isaac S. Kohane and
Katherine P. Liao and
Tianxi Cai},
title = {Enabling phenotypic big data with PheNorm},
journal = {J. Am. Medical Informatics Assoc.},
volume = {25},
number = {1},
pages = {54--60},
year = {2018},
url = {https://doi.org/10.1093/jamia/ocx111},
doi = {10.1093/JAMIA/OCX111},
timestamp = {Mon, 11 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jamia/YuMGCAGCSMKLC18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jamia/LuoCUSS18,
author = {Yuan Luo and
Yu Cheng and
{\"{O}}zlem Uzuner and
Peter Szolovits and
Justin Starren},
title = {Segment convolutional neural networks (Seg-CNNs) for classifying relations
in clinical notes},
journal = {J. Am. Medical Informatics Assoc.},
volume = {25},
number = {1},
pages = {93--98},
year = {2018},
url = {https://doi.org/10.1093/jamia/ocx090},
doi = {10.1093/JAMIA/OCX090},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jamia/LuoCUSS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jamia/LuoSDB18,
author = {Yuan Luo and
Peter Szolovits and
Anand Dighe and
Jason Baron},
title = {3D-MICE: integration of cross-sectional and longitudinal imputation
for multi-analyte longitudinal clinical data},
journal = {J. Am. Medical Informatics Assoc.},
volume = {25},
number = {6},
pages = {645--653},
year = {2018},
url = {https://doi.org/10.1093/jamia/ocx133},
doi = {10.1093/JAMIA/OCX133},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jamia/LuoSDB18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/McDermottYNHSSG18,
author = {Matthew B. A. McDermott and
Tom Yan and
Tristan Naumann and
Nathan Hunt and
Harini Suresh and
Peter Szolovits and
Marzyeh Ghassemi},
editor = {Sheila A. McIlraith and
Kilian Q. Weinberger},
title = {Semi-Supervised Biomedical Translation With Cycle Wasserstein Regression
GANs},
booktitle = {Proceedings of the Thirty-Second {AAAI} Conference on Artificial Intelligence,
(AAAI-18), the 30th innovative Applications of Artificial Intelligence
(IAAI-18), and the 8th {AAAI} Symposium on Educational Advances in
Artificial Intelligence (EAAI-18), New Orleans, Louisiana, USA, February
2-7, 2018},
pages = {2363--2370},
publisher = {{AAAI} Press},
year = {2018},
url = {https://doi.org/10.1609/aaai.v32i1.11890},
doi = {10.1609/AAAI.V32I1.11890},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/McDermottYNHSSG18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/amia/LiaoSCLHHHGCCGM18,
author = {Katherine P. Liao and
Jiehuan Sun and
Tianrun A. Cai and
Nicholas B. Link and
Chuan Hong and
Jie Huang and
Jennifer E. Huffman and
Jessica L. Gronsbell and
Lauren Costa and
Victor M. Castro and
Vivian S. Gainer and
Shawn N. Murphy and
J. Michael Gaziano and
Kelly Cho and
Peter Szolovits and
Isaac S. Kohane and
Sheng Yu and
Tianxi Cai},
title = {High-Throughput Multimodal Automated Phenotyping {(MAP)} Incorporating
Natural Language Processing with Application to PheWAS},
booktitle = {{AMIA} 2018, American Medical Informatics Association Annual Symposium,
San Francisco, CA, November 3-7, 2018},
publisher = {{AMIA}},
year = {2018},
url = {https://knowledge.amia.org/67852-amia-1.4259402/t006-1.4263223/t006-1.4263224/2976115-1.4263411/2975913-1.4263408},
timestamp = {Wed, 17 Apr 2024 11:47:15 +0200},
biburl = {https://dblp.org/rec/conf/amia/LiaoSCLHHHGCCGM18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bibm/LuoS18,
author = {Yuan Luo and
Peter Szolovits},
editor = {Huiru Jane Zheng and
Zoraida Callejas and
David Griol and
Haiying Wang and
Xiaohua Hu and
Harald H. H. W. Schmidt and
Jan Baumbach and
Julie Dickerson and
Le Zhang},
title = {Implementing a Portable Clinical {NLP} System with a Common Data Model
- a Lisp Perspective},
booktitle = {{IEEE} International Conference on Bioinformatics and Biomedicine,
{BIBM} 2018, Madrid, Spain, December 3-6, 2018},
pages = {461--466},
publisher = {{IEEE} Computer Society},
year = {2018},
url = {https://doi.ieeecomputersociety.org/10.1109/BIBM.2018.8621521},
doi = {10.1109/BIBM.2018.8621521},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bibm/LuoS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bionlp/JinS18,
author = {Di Jin and
Peter Szolovits},
editor = {Dina Demner{-}Fushman and
Kevin Bretonnel Cohen and
Sophia Ananiadou and
Junichi Tsujii},
title = {{PICO} Element Detection in Medical Text via Long Short-Term Memory
Neural Networks},
booktitle = {Proceedings of the BioNLP 2018 workshop, Melbourne, Australia, July
19, 2018},
pages = {67--75},
publisher = {Association for Computational Linguistics},
year = {2018},
url = {https://doi.org/10.18653/v1/w18-2308},
doi = {10.18653/V1/W18-2308},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bionlp/JinS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/JinS18,
author = {Di Jin and
Peter Szolovits},
editor = {Ellen Riloff and
David Chiang and
Julia Hockenmaier and
Jun'ichi Tsujii},
title = {Hierarchical Neural Networks for Sequential Sentence Classification
in Medical Scientific Abstracts},
booktitle = {Proceedings of the 2018 Conference on Empirical Methods in Natural
Language Processing, Brussels, Belgium, October 31 - November 4, 2018},
pages = {3100--3109},
publisher = {Association for Computational Linguistics},
year = {2018},
url = {https://doi.org/10.18653/v1/d18-1349},
doi = {10.18653/V1/D18-1349},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/JinS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/lrec/LeeDS18,
author = {Ji Young Lee and
Franck Dernoncourt and
Peter Szolovits},
editor = {Nicoletta Calzolari and
Khalid Choukri and
Christopher Cieri and
Thierry Declerck and
Sara Goggi and
K{\^{o}}iti Hasida and
Hitoshi Isahara and
Bente Maegaard and
Joseph Mariani and
H{\'{e}}l{\`{e}}ne Mazo and
Asunci{\'{o}}n Moreno and
Jan Odijk and
Stelios Piperidis and
Takenobu Tokunaga},
title = {Transfer Learning for Named-Entity Recognition with Neural Networks},
booktitle = {Proceedings of the Eleventh International Conference on Language Resources
and Evaluation, {LREC} 2018, Miyazaki, Japan, May 7-12, 2018},
publisher = {European Language Resources Association {(ELRA)}},
year = {2018},
url = {http://www.lrec-conf.org/proceedings/lrec2018/summaries/878.html},
timestamp = {Mon, 19 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/lrec/LeeDS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlhc/BoagSCSG18,
author = {Willie Boag and
Harini Suresh and
Leo Anthony Celi and
Peter Szolovits and
Marzyeh Ghassemi},
editor = {Finale Doshi{-}Velez and
Jim Fackler and
Ken Jung and
David C. Kale and
Rajesh Ranganath and
Byron C. Wallace and
Jenna Wiens},
title = {Racial Disparities and Mistrust in End-of-Life Care},
booktitle = {Proceedings of the Machine Learning for Healthcare Conference, {MLHC}
2018, 17-18 August 2018, Palo Alto, California},
series = {Proceedings of Machine Learning Research},
volume = {85},
pages = {587--602},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v85/boag18a.html},
timestamp = {Wed, 03 Apr 2019 18:17:31 +0200},
biburl = {https://dblp.org/rec/conf/mlhc/BoagSCSG18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1803-02245,
author = {Willie Boag and
Elena Sergeeva and
Saurabh Kulshreshtha and
Peter Szolovits and
Anna Rumshisky and
Tristan Naumann},
title = {CliNER 2.0: Accessible and Accurate Clinical Concept Extraction},
journal = {CoRR},
volume = {abs/1803.02245},
year = {2018},
url = {http://arxiv.org/abs/1803.02245},
eprinttype = {arXiv},
eprint = {1803.02245},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1803-02245.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1803-02728,
author = {Willie Boag and
Tristan Naumann and
Peter Szolovits},
title = {Towards the Creation of a Large Corpus of Synthetically-Identified
Clinical Notes},
journal = {CoRR},
volume = {abs/1803.02728},
year = {2018},
url = {http://arxiv.org/abs/1803.02728},
eprinttype = {arXiv},
eprint = {1803.02728},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1803-02728.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1806-09542,
author = {Wei{-}Hung Weng and
Peter Szolovits},
title = {Mapping Unparalleled Clinical Professional and Consumer Languages
with Embedding Alignment},
journal = {CoRR},
volume = {abs/1806.09542},
year = {2018},
url = {http://arxiv.org/abs/1806.09542},
eprinttype = {arXiv},
eprint = {1806.09542},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1806-09542.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1807-00124,
author = {Willie Boag and
Harini Suresh and
Leo Anthony Celi and
Peter Szolovits and
Marzyeh Ghassemi},
title = {Modeling Mistrust in End-of-Life Care},
journal = {CoRR},
volume = {abs/1807.00124},
year = {2018},
url = {http://arxiv.org/abs/1807.00124},
eprinttype = {arXiv},
eprint = {1807.00124},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1807-00124.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1808-06161,
author = {Di Jin and
Peter Szolovits},
title = {Hierarchical Neural Networks for Sequential Sentence Classification
in Medical Scientific Abstracts},
journal = {CoRR},
volume = {abs/1808.06161},
year = {2018},
url = {http://arxiv.org/abs/1808.06161},
eprinttype = {arXiv},
eprint = {1808.06161},
timestamp = {Sun, 02 Sep 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1808-06161.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1810-12780,
author = {Di Jin and
Peter Szolovits},
title = {Advancing {PICO} Element Detection in Medical Text via Deep Neural
Networks},
journal = {CoRR},
volume = {abs/1810.12780},
year = {2018},
url = {http://arxiv.org/abs/1810.12780},
eprinttype = {arXiv},
eprint = {1810.12780},
timestamp = {Thu, 08 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1810-12780.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1811-06179,
author = {Yuan Luo and
Peter Szolovits},
title = {Implementing a Portable Clinical {NLP} System with a Common Data Model
- a Lisp Perspective},
journal = {CoRR},
volume = {abs/1811.06179},
year = {2018},
url = {http://arxiv.org/abs/1811.06179},
eprinttype = {arXiv},
eprint = {1811.06179},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1811-06179.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1811-08615,
author = {Tzu{-}Ming Harry Hsu and
Wei{-}Hung Weng and
Willie Boag and
Matthew B. A. McDermott and
Peter Szolovits},
title = {Unsupervised Multimodal Representation Learning across Medical Images
and Reports},
journal = {CoRR},
volume = {abs/1811.08615},
year = {2018},
url = {http://arxiv.org/abs/1811.08615},
eprinttype = {arXiv},
eprint = {1811.08615},
timestamp = {Mon, 26 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1811-08615.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1812-00699,
author = {Uma M. Girkar and
Ryo Uchimido and
Li{-}Wei H. Lehman and
Peter Szolovits and
Leo A. Celi and
Wei{-}Hung Weng},
title = {Predicting Blood Pressure Response to Fluid Bolus Therapy Using Attention-Based
Neural Networks for Clinical Interpretability},
journal = {CoRR},
volume = {abs/1812.00699},
year = {2018},
url = {http://arxiv.org/abs/1812.00699},
eprinttype = {arXiv},
eprint = {1812.00699},
timestamp = {Tue, 01 Jan 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1812-00699.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bib/LuoUS17,
author = {Yuan Luo and
{\"{O}}zlem Uzuner and
Peter Szolovits},
title = {Bridging semantics and syntax with graph algorithms - state-of-the-art
of extracting biomedical relations},
journal = {Briefings Bioinform.},
volume = {18},
number = {1},
pages = {160--178},
year = {2017},
url = {https://doi.org/10.1093/bib/bbw001},
doi = {10.1093/BIB/BBW001},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/bib/LuoUS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bib/LuoWS17,
author = {Yuan Luo and
Fei Wang and
Peter Szolovits},
title = {Tensor factorization toward precision medicine},
journal = {Briefings Bioinform.},
volume = {18},
number = {3},
pages = {511--514},
year = {2017},
url = {https://doi.org/10.1093/bib/bbw026},
doi = {10.1093/BIB/BBW026},
timestamp = {Fri, 03 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/bib/LuoWS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bib/LuoUS17a,
author = {Yuan Luo and
{\"{O}}zlem Uzuner and
Peter Szolovits},
title = {Bridging semantics and syntax with graph algorithms - state-of-the-art
of extracting biomedical relations},
journal = {Briefings Bioinform.},
volume = {18},
number = {4},
pages = {722},
year = {2017},
url = {https://doi.org/10.1093/bib/bbx048},
doi = {10.1093/BIB/BBX048},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/bib/LuoUS17a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jamia/WuGFCSD17,
author = {Mike Wu and
Marzyeh Ghassemi and
Mengling Feng and
Leo A. Celi and
Peter Szolovits and
Finale Doshi{-}Velez},
title = {Understanding vasopressor intervention and weaning: risk prediction
in a public heterogeneous clinical time series database},
journal = {J. Am. Medical Informatics Assoc.},
volume = {24},
number = {3},
pages = {488--495},
year = {2017},
url = {https://doi.org/10.1093/jamia/ocw138},
doi = {10.1093/JAMIA/OCW138},
timestamp = {Mon, 11 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jamia/WuGFCSD17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jamia/DernoncourtLUS17,
author = {Franck Dernoncourt and
Ji Young Lee and
{\"{O}}zlem Uzuner and
Peter Szolovits},
title = {De-identification of patient notes with recurrent neural networks},
journal = {J. Am. Medical Informatics Assoc.},
volume = {24},
number = {3},
pages = {596--606},
year = {2017},
url = {https://doi.org/10.1093/jamia/ocw156},
doi = {10.1093/JAMIA/OCW156},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jamia/DernoncourtLUS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jamia/YuCLCAGCSMKC17,
author = {Sheng Yu and
Abhishek Chakrabortty and
Katherine P. Liao and
Tianrun A. Cai and
Ashwin N. Ananthakrishnan and
Vivian S. Gainer and
Susanne E. Churchill and
Peter Szolovits and
Shawn N. Murphy and
Isaac S. Kohane and
Tianxi Cai},
title = {Surrogate-assisted feature extraction for high-throughput phenotyping},
journal = {J. Am. Medical Informatics Assoc.},
volume = {24},
number = {e1},
pages = {e143--e149},
year = {2017},
url = {https://doi.org/10.1093/jamia/ocw135},
doi = {10.1093/JAMIA/OCW135},
timestamp = {Mon, 11 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jamia/YuCLCAGCSMKC17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/midm/WengWMSC17,
author = {Wei{-}Hung Weng and
Kavishwar B. Wagholikar and
Alexa T. McCray and
Peter Szolovits and
Henry C. Chueh},
title = {Medical subdomain classification of clinical notes using a machine
learning-based natural language processing approach},
journal = {{BMC} Medical Informatics Decis. Mak.},
volume = {17},
number = {1},
pages = {155:1--155:13},
year = {2017},
url = {https://doi.org/10.1186/s12911-017-0556-8},
doi = {10.1186/S12911-017-0556-8},
timestamp = {Sun, 06 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/midm/WengWMSC17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/titb/HoogendoornBSSS17,
author = {Mark Hoogendoorn and
Thomas Berger and
Ava Schulz and
Timo Stolz and
Peter Szolovits},
title = {Predicting Social Anxiety Treatment Outcome Based on Therapeutic Email
Conversations},
journal = {{IEEE} J. Biomed. Health Informatics},
volume = {21},
number = {5},
pages = {1449--1459},
year = {2017},
url = {https://doi.org/10.1109/JBHI.2016.2601123},
doi = {10.1109/JBHI.2016.2601123},
timestamp = {Fri, 13 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/titb/HoogendoornBSSS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/amia/YuMGLCAGCSMKC17,
author = {Sheng Yu and
Yumeng Ma and
Jessica L. Gronsbell and
Katherine P. Liao and
Tianrun A. Cai and
Ashwin N. Ananthakrishnan and
Vivian S. Gainer and
Susanne E. Churchill and
Peter Szolovits and
Shawn N. Murphy and
Isaac S. Kohane and
Tianxi Cai},
title = {High-throughput Phenotyping via Denoised Normal Mixture Transformation},
booktitle = {{AMIA} 2017, American Medical Informatics Association Annual Symposium,
Washington, DC, USA, November 4-8, 2017},
publisher = {{AMIA}},
year = {2017},
url = {https://knowledge.amia.org/65881-amiab-1.4254737/t001-1.4259018/f001-1.4259019/2731991-1.4259044/2730227-1.4259041},
timestamp = {Wed, 17 Apr 2024 11:47:24 +0200},
biburl = {https://dblp.org/rec/conf/amia/YuMGLCAGCSMKC17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cri/GhassemiWHSD17,
author = {Marzyeh Ghassemi and
Mike Wu and
Michael C. Hughes and
Peter Szolovits and
Finale Doshi{-}Velez},
title = {Predicting intervention onset in the {ICU} with switching state space
models},
booktitle = {Summit on Clinical Research Informatics, {CRI} 2017, San Francisco,
CA, USA, March 27-30, 2017},
publisher = {{AMIA}},
year = {2017},
url = {http://knowledge.amia.org/amia-64484-cri2017-1.3520710/t002-1.3521687/t002-1.3521688/a019-1.3521766/a020-1.3521763},
timestamp = {Wed, 20 Jun 2018 17:09:15 +0200},
biburl = {https://dblp.org/rec/conf/cri/GhassemiWHSD17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eacl/DernoncourtLS17,
author = {Franck Dernoncourt and
Ji Young Lee and
Peter Szolovits},
editor = {Mirella Lapata and
Phil Blunsom and
Alexander Koller},
title = {Neural Networks for Joint Sentence Classification in Medical Paper
Abstracts},
booktitle = {Proceedings of the 15th Conference of the European Chapter of the
Association for Computational Linguistics, {EACL} 2017, Valencia,
Spain, April 3-7, 2017, Volume 2: Short Papers},
pages = {694--700},
publisher = {Association for Computational Linguistics},
year = {2017},
url = {https://doi.org/10.18653/v1/e17-2110},
doi = {10.18653/V1/E17-2110},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/eacl/DernoncourtLS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/DernoncourtLS17,
author = {Franck Dernoncourt and
Ji Young Lee and
Peter Szolovits},
editor = {Lucia Specia and
Matt Post and
Michael Paul},
title = {NeuroNER: an easy-to-use program for named-entity recognition based
on neural networks},
booktitle = {Proceedings of the 2017 Conference on Empirical Methods in Natural
Language Processing, {EMNLP} 2017, Copenhagen, Denmark, September
9-11, 2017 - System Demonstrations},
pages = {97--102},
publisher = {Association for Computational Linguistics},
year = {2017},
url = {https://doi.org/10.18653/v1/d17-2017},
doi = {10.18653/V1/D17-2017},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/DernoncourtLS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/GongNSG17,
author = {Jen J. Gong and
Tristan Naumann and
Peter Szolovits and
John V. Guttag},
title = {Predicting Clinical Outcomes Across Changing Electronic Health Record
Systems},
booktitle = {Proceedings of the 23rd {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13
- 17, 2017},
pages = {1497--1505},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3097983.3098064},
doi = {10.1145/3097983.3098064},
timestamp = {Fri, 25 Dec 2020 01:14:16 +0100},
biburl = {https://dblp.org/rec/conf/kdd/GongNSG17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlhc/RaghuKCSG17,
author = {Aniruddh Raghu and
Matthieu Komorowski and
Leo Anthony Celi and
Peter Szolovits and
Marzyeh Ghassemi},
editor = {Finale Doshi{-}Velez and
Jim Fackler and
David C. Kale and
Rajesh Ranganath and
Byron C. Wallace and
Jenna Wiens},
title = {Continuous State-Space Models for Optimal Sepsis Treatment: a Deep
Reinforcement Learning Approach},
booktitle = {Proceedings of the Machine Learning for Health Care Conference, {MLHC}
2017, Boston, Massachusetts, USA, 18-19 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {68},
pages = {147--163},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v68/raghu17a.html},
timestamp = {Wed, 03 Apr 2019 18:17:31 +0200},
biburl = {https://dblp.org/rec/conf/mlhc/RaghuKCSG17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlhc/SureshHJCSG17,
author = {Harini Suresh and
Nathan Hunt and
Alistair E. W. Johnson and
Leo Anthony Celi and
Peter Szolovits and
Marzyeh Ghassemi},
editor = {Finale Doshi{-}Velez and
Jim Fackler and
David C. Kale and
Rajesh Ranganath and
Byron C. Wallace and
Jenna Wiens},
title = {Clinical Intervention Prediction and Understanding with Deep Neural
Networks},
booktitle = {Proceedings of the Machine Learning for Health Care Conference, {MLHC}
2017, Boston, Massachusetts, USA, 18-19 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {68},
pages = {322--337},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v68/suresh17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mlhc/SureshHJCSG17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/semeval/LeeDS17,
author = {Ji Young Lee and
Franck Dernoncourt and
Peter Szolovits},
editor = {Steven Bethard and
Marine Carpuat and
Marianna Apidianaki and
Saif M. Mohammad and
Daniel M. Cer and
David Jurgens},
title = {{MIT} at SemEval-2017 Task 10: Relation Extraction with Convolutional
Neural Networks},
booktitle = {Proceedings of the 11th International Workshop on Semantic Evaluation,
SemEval@ACL 2017, Vancouver, Canada, August 3-4, 2017},
pages = {978--984},
publisher = {Association for Computational Linguistics},
year = {2017},
url = {https://doi.org/10.18653/v1/S17-2171},
doi = {10.18653/V1/S17-2171},
timestamp = {Fri, 06 Aug 2021 00:39:34 +0200},
biburl = {https://dblp.org/rec/conf/semeval/LeeDS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/SureshSG17,
author = {Harini Suresh and
Peter Szolovits and
Marzyeh Ghassemi},
title = {The Use of Autoencoders for Discovering Patient Phenotypes},
journal = {CoRR},
volume = {abs/1703.07004},
year = {2017},
url = {http://arxiv.org/abs/1703.07004},
eprinttype = {arXiv},
eprint = {1703.07004},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/SureshSG17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/LeeDS17,
author = {Ji Young Lee and
Franck Dernoncourt and
Peter Szolovits},
title = {{MIT} at SemEval-2017 Task 10: Relation Extraction with Convolutional
Neural Networks},
journal = {CoRR},
volume = {abs/1704.01523},
year = {2017},
url = {http://arxiv.org/abs/1704.01523},
eprinttype = {arXiv},
eprint = {1704.01523},
timestamp = {Tue, 25 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/LeeDS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/DernoncourtLS17,
author = {Franck Dernoncourt and
Ji Young Lee and
Peter Szolovits},
title = {NeuroNER: an easy-to-use program for named-entity recognition based
on neural networks},
journal = {CoRR},
volume = {abs/1705.05487},
year = {2017},
url = {http://arxiv.org/abs/1705.05487},
eprinttype = {arXiv},
eprint = {1705.05487},
timestamp = {Tue, 25 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/DernoncourtLS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/LeeDS17a,
author = {Ji Young Lee and
Franck Dernoncourt and
Peter Szolovits},
title = {Transfer Learning for Named-Entity Recognition with Neural Networks},
journal = {CoRR},
volume = {abs/1705.06273},
year = {2017},
url = {http://arxiv.org/abs/1705.06273},
eprinttype = {arXiv},
eprint = {1705.06273},
timestamp = {Tue, 25 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/LeeDS17a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/RaghuKCSG17,
author = {Aniruddh Raghu and
Matthieu Komorowski and
Leo Anthony Celi and
Peter Szolovits and
Marzyeh Ghassemi},
title = {Continuous State-Space Models for Optimal Sepsis Treatment - a Deep
Reinforcement Learning Approach},
journal = {CoRR},
volume = {abs/1705.08422},
year = {2017},
url = {http://arxiv.org/abs/1705.08422},
eprinttype = {arXiv},
eprint = {1705.08422},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/RaghuKCSG17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/SureshHJCSG17,
author = {Harini Suresh and
Nathan Hunt and
Alistair E. W. Johnson and
Leo Anthony Celi and
Peter Szolovits and
Marzyeh Ghassemi},
title = {Clinical Intervention Prediction and Understanding using Deep Networks},
journal = {CoRR},
volume = {abs/1705.08498},
year = {2017},
url = {http://arxiv.org/abs/1705.08498},
eprinttype = {arXiv},
eprint = {1705.08498},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/SureshHJCSG17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1711-09602,
author = {Aniruddh Raghu and
Matthieu Komorowski and
Imran Ahmed and
Leo A. Celi and
Peter Szolovits and
Marzyeh Ghassemi},
title = {Deep Reinforcement Learning for Sepsis Treatment},
journal = {CoRR},
volume = {abs/1711.09602},
year = {2017},
url = {http://arxiv.org/abs/1711.09602},
eprinttype = {arXiv},
eprint = {1711.09602},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1711-09602.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1712-00654,
author = {Wei{-}Hung Weng and
Mingwu Gao and
Ze He and
Susu Yan and
Peter Szolovits},
title = {Representation and Reinforcement Learning for Personalized Glycemic
Control in Septic Patients},
journal = {CoRR},
volume = {abs/1712.00654},
year = {2017},
url = {http://arxiv.org/abs/1712.00654},
eprinttype = {arXiv},
eprint = {1712.00654},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1712-00654.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/artmed/HoogendoornSMN16,
author = {Mark Hoogendoorn and
Peter Szolovits and
Leon M. G. Moons and
Mattijs E. Numans},
title = {Utilizing uncoded consultation notes from electronic medical records
for predictive modeling of colorectal cancer},
journal = {Artif. Intell. Medicine},
volume = {69},
pages = {53--61},
year = {2016},
url = {https://doi.org/10.1016/j.artmed.2016.03.003},
doi = {10.1016/J.ARTMED.2016.03.003},
timestamp = {Thu, 20 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/artmed/HoogendoornSMN16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/LuoXJCS16,
author = {Yuan Luo and
Yu Xin and
Rohit Joshi and
Leo A. Celi and
Peter Szolovits},
editor = {Dale Schuurmans and
Michael P. Wellman},
title = {Predicting {ICU} Mortality Risk by Grouping Temporal Trends from a
Multivariate Panel of Physiologic Measurements},
booktitle = {Proceedings of the Thirtieth {AAAI} Conference on Artificial Intelligence,
February 12-17, 2016, Phoenix, Arizona, {USA}},
pages = {42--50},
publisher = {{AAAI} Press},
year = {2016},
url = {https://doi.org/10.1609/aaai.v30i1.9998},
doi = {10.1609/AAAI.V30I1.9998},
timestamp = {Mon, 04 Sep 2023 15:08:28 +0200},
biburl = {https://dblp.org/rec/conf/aaai/LuoXJCS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl-clinicalnlp/LeeDUS16,
author = {Ji Young Lee and
Franck Dernoncourt and
{\"{O}}zlem Uzuner and
Peter Szolovits},
editor = {Anna Rumshisky and
Kirk Roberts and
Steven Bethard and
Tristan Naumann},
title = {Feature-Augmented Neural Networks for Patient Note De-identification},
booktitle = {Proceedings of the Clinical Natural Language Processing Workshop,
ClinicalNLP@COLING 2016, Osaka, Japan, December 11, 2016},
pages = {17--22},
publisher = {The {COLING} 2016 Organizing Committee},
year = {2016},
url = {https://aclanthology.org/W16-4204/},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl-clinicalnlp/LeeDUS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/embc/HoogendoornHMGS16,
author = {Mark Hoogendoorn and
Ali el Hassouni and
Kwongyen Mok and
Marzyeh Ghassemi and
Peter Szolovits},
title = {Prediction using patient comparison vs. modeling: {A} case study for
mortality prediction},
booktitle = {38th Annual International Conference of the {IEEE} Engineering in
Medicine and Biology Society, {EMBC} 2016, Orlando, FL, USA, August
16-20, 2016},
pages = {2464--2467},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/EMBC.2016.7591229},
doi = {10.1109/EMBC.2016.7591229},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/embc/HoogendoornHMGS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/DernoncourtLUS16,
author = {Franck Dernoncourt and
Ji Young Lee and
{\"{O}}zlem Uzuner and
Peter Szolovits},
title = {De-identification of Patient Notes with Recurrent Neural Networks},
journal = {CoRR},
volume = {abs/1606.03475},
year = {2016},
url = {http://arxiv.org/abs/1606.03475},
eprinttype = {arXiv},
eprint = {1606.03475},
timestamp = {Tue, 25 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/DernoncourtLUS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/LeeDUS16,
author = {Ji Young Lee and
Franck Dernoncourt and
{\"{O}}zlem Uzuner and
Peter Szolovits},
title = {Feature-Augmented Neural Networks for Patient Note De-identification},
journal = {CoRR},
volume = {abs/1610.09704},
year = {2016},
url = {http://arxiv.org/abs/1610.09704},
eprinttype = {arXiv},
eprint = {1610.09704},
timestamp = {Tue, 25 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/LeeDUS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/DernoncourtLS16,
author = {Franck Dernoncourt and
Ji Young Lee and
Peter Szolovits},
title = {Neural Networks for Joint Sentence Classification in Medical Paper
Abstracts},
journal = {CoRR},
volume = {abs/1612.05251},
year = {2016},
url = {http://arxiv.org/abs/1612.05251},
eprinttype = {arXiv},
eprint = {1612.05251},
timestamp = {Tue, 25 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/DernoncourtLS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jamia/YuLSGCSMKC15,
author = {Sheng Yu and
Katherine P. Liao and
Stanley Y. Shaw and
Vivian S. Gainer and
Susanne E. Churchill and
Peter Szolovits and
Shawn N. Murphy and
Isaac S. Kohane and
Tianxi Cai},
title = {Toward high-throughput phenotyping: unbiased automated feature extraction
and selection from knowledge sources},
journal = {J. Am. Medical Informatics Assoc.},
volume = {22},
number = {5},
pages = {993--1000},
year = {2015},
url = {https://doi.org/10.1093/jamia/ocv034},
doi = {10.1093/JAMIA/OCV034},
timestamp = {Mon, 11 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jamia/YuLSGCSMKC15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jamia/LuoXHJUS15,
author = {Yuan Luo and
Yu Xin and
Ephraim P. Hochberg and
Rohit Joshi and
{\"{O}}zlem Uzuner and
Peter Szolovits},
title = {Subgraph augmented non-negative tensor factorization {(SANTF)} for
modeling clinical narrative text},
journal = {J. Am. Medical Informatics Assoc.},
volume = {22},
number = {5},
pages = {1009--1019},
year = {2015},
url = {https://doi.org/10.1093/jamia/ocv016},
doi = {10.1093/JAMIA/OCV016},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jamia/LuoXHJUS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/GhassemiPNBCSF15,
author = {Marzyeh Ghassemi and
Marco A. F. Pimentel and
Tristan Naumann and
Thomas Brennan and
David A. Clifton and
Peter Szolovits and
Mengling Feng},
editor = {Blai Bonet and
Sven Koenig},
title = {A Multivariate Timeseries Modeling Approach to Severity of Illness
Assessment and Forecasting in {ICU} with Sparse, Heterogeneous Clinical
Data},
booktitle = {Proceedings of the Twenty-Ninth {AAAI} Conference on Artificial Intelligence,
January 25-30, 2015, Austin, Texas, {USA}},
pages = {446--453},
publisher = {{AAAI} Press},
year = {2015},
url = {https://doi.org/10.1609/aaai.v29i1.9209},
doi = {10.1609/AAAI.V29I1.9209},
timestamp = {Mon, 18 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/GhassemiPNBCSF15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/amia/KartounKCYLKAXG15,
author = {Uri Kartoun and
Vishesh Kumar and
Su{-}Chun Cheng and
Sheng Yu and
Katherine P. Liao and
Elizabeth W. Karlson and
Ashwin N. Ananthakrishnan and
Zongqi Xia and
Vivian S. Gainer and
Andrew Cagan and
Guergana Savova and
Pei J. Chen and
Shawn N. Murphy and
Susanne E. Churchill and
Isaac S. Kohane and
Peter Szolovits and
Tianxi Cai and
Stanley Y. Shaw},
title = {Demonstrating the Advantages of Applying Data Mining Techniques on
Time-Dependent Electronic Medical Records},
booktitle = {{AMIA} 2015, American Medical Informatics Association Annual Symposium,
San Francisco, CA, USA, November 14-18, 2015},
publisher = {{AMIA}},
year = {2015},
url = {https://knowledge.amia.org/59310-amia-1.2741865/t001-1.2745946/f001-1.2745947/2248164-1.2746113/2248716-1.2746110},
timestamp = {Wed, 17 Apr 2024 11:47:40 +0200},
biburl = {https://dblp.org/rec/conf/amia/KartounKCYLKAXG15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/sp/15/StubbsUKGS15,
author = {Amber Stubbs and
{\"{O}}zlem Uzuner and
Christopher Kotfila and
Ira Goldstein and
Peter Szolovits},
editor = {Aris Gkoulalas{-}Divanis and
Grigorios Loukides},
title = {Challenges in Synthesizing Surrogate {PHI} in Narrative EMRs},
booktitle = {Medical Data Privacy Handbook},
pages = {717--735},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-23633-9\_27},
doi = {10.1007/978-3-319-23633-9\_27},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/books/sp/15/StubbsUKGS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jamia/LuoSHS14,
author = {Yuan Luo and
Aliyah R. Sohani and
Ephraim P. Hochberg and
Peter Szolovits},
title = {Research and applications: Automatic lymphoma classification with
sentence subgraph mining from pathology reports},
journal = {J. Am. Medical Informatics Assoc.},
volume = {21},
number = {5},
pages = {824--832},
year = {2014},
url = {https://doi.org/10.1136/amiajnl-2013-002443},
doi = {10.1136/AMIAJNL-2013-002443},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jamia/LuoSHS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jamia/ChasinRUS14,
author = {Rachel Chasin and
Anna Rumshisky and
{\"{O}}zlem Uzuner and
Peter Szolovits},
title = {Research and applications: Word sense disambiguation in the clinical
domain: a comparison of knowledge-rich and knowledge-poor unsupervised
methods},
journal = {J. Am. Medical Informatics Assoc.},
volume = {21},
number = {5},
pages = {842--849},
year = {2014},
url = {https://doi.org/10.1136/amiajnl-2013-002133},
doi = {10.1136/AMIAJNL-2013-002133},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jamia/ChasinRUS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jbi/KlannSDS14,
author = {Jeffrey G. Klann and
Peter Szolovits and
Stephen M. Downs and
Gunther Schadow},
title = {Decision support from local data: Creating adaptive order menus from
past clinician behavior},
journal = {J. Biomed. Informatics},
volume = {48},
pages = {84--93},
year = {2014},
url = {https://doi.org/10.1016/j.jbi.2013.12.005},
doi = {10.1016/J.JBI.2013.12.005},
timestamp = {Tue, 16 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jbi/KlannSDS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/amia/LuoBSD14,
author = {Yuan Luo and
Jason Baron and
Peter Szolovits and
Anand Dighe},
title = {Quantifying Information Redundancy in Common Laboratory Tests},
booktitle = {{AMIA} 2014, American Medical Informatics Association Annual Symposium,
Washington, DC, USA, November 15-19, 2014},
publisher = {{AMIA}},
year = {2014},
url = {https://knowledge.amia.org/56638-amia-1.1540970/t-001-1.1545410/f-001-1.1545411/a-043-1.1545550/a-044-1.1545547},
timestamp = {Wed, 17 Apr 2024 11:47:48 +0200},
biburl = {https://dblp.org/rec/conf/amia/LuoBSD14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/GhassemiNDBJRS14,
author = {Marzyeh Ghassemi and
Tristan Naumann and
Finale Doshi{-}Velez and
Nicole Brimmer and
Rohit Joshi and
Anna Rumshisky and
Peter Szolovits},
editor = {Sofus A. Macskassy and
Claudia Perlich and
Jure Leskovec and
Wei Wang and
Rayid Ghani},
title = {Unfolding physiological state: mortality modelling in intensive care
units},
booktitle = {The 20th {ACM} {SIGKDD} International Conference on Knowledge Discovery
and Data Mining, {KDD} '14, New York, NY, {USA} - August 24 - 27,
2014},
pages = {75--84},
publisher = {{ACM}},
year = {2014},
url = {https://doi.org/10.1145/2623330.2623742},
doi = {10.1145/2623330.2623742},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/GhassemiNDBJRS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/clef/BodnariNUZS13,
author = {Andreea Bodnari and
Aur{\'{e}}lie N{\'{e}}v{\'{e}}ol and
{\"{O}}zlem Uzuner and
Pierre Zweigenbaum and
Peter Szolovits},
editor = {Pamela Forner and
Roberto Navigli and
Dan Tufis and
Nicola Ferro},
title = {Multilingual Named-Entity Recognition from Parallel Corpora},
booktitle = {Working Notes for {CLEF} 2013 Conference , Valencia, Spain, September
23-26, 2013},
series = {{CEUR} Workshop Proceedings},
volume = {1179},
publisher = {CEUR-WS.org},
year = {2013},
url = {https://ceur-ws.org/Vol-1179/CLEF2013wn-CLEFER-BodnariEt2013.pdf},
timestamp = {Fri, 10 Mar 2023 16:23:37 +0100},
biburl = {https://dblp.org/rec/conf/clef/BodnariNUZS13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1302-6843,
author = {Ross D. Shachter and
Stig K. Andersen and
Peter Szolovits},
title = {Global Conditioning for Probabilistic Inference in Belief Networks},
journal = {CoRR},
volume = {abs/1302.6843},
year = {2013},
url = {http://arxiv.org/abs/1302.6843},
eprinttype = {arXiv},
eprint = {1302.6843},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1302-6843.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jamia/BodnariSU12,
author = {Andreea Bodnari and
Peter Szolovits and
{\"{O}}zlem Uzuner},
title = {{MCORES:} a system for noun phrase coreference resolution for clinical
records},
journal = {J. Am. Medical Informatics Assoc.},
volume = {19},
number = {5},
pages = {906--912},
year = {2012},
url = {https://doi.org/10.1136/amiajnl-2011-000591},
doi = {10.1136/AMIAJNL-2011-000591},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jamia/BodnariSU12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/amia/JoshiS12,
author = {Rohit Joshi and
Peter Szolovits},
title = {Prognostic Physiology: Modeling Patient Severity in Intensive Care
Units Using Radial Domain Folding},
booktitle = {{AMIA} 2012, American Medical Informatics Association Annual Symposium,
Chicago, Illinois, USA, November 3-7, 2012},
publisher = {{AMIA}},
year = {2012},
url = {https://knowledge.amia.org/amia-55142-a2012a-1.636547/t-003-1.640625/f-001-1.640626/a-144-1.640796/a-145-1.640793},
timestamp = {Wed, 17 Apr 2024 11:48:03 +0200},
biburl = {https://dblp.org/rec/conf/amia/JoshiS12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/amia/RumshiskyCUS12,
author = {Anna Rumshisky and
Rachel Chasin and
{\"{O}}zlem Uzuner and
Peter Szolovits},
title = {Using {UMLS} for Word Sense Disambiguation in Clinical Notes},
booktitle = {{AMIA} 2012, American Medical Informatics Association Annual Symposium,
Chicago, Illinois, USA, November 3-7, 2012},
publisher = {{AMIA}},
year = {2012},
url = {https://knowledge.amia.org/amia-55142-a2012a-1.636547/t-006-1.640361/f-001-1.640362/a-263-1.640422/a-264-1.640419},
timestamp = {Wed, 17 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/amia/RumshiskyCUS12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jamia/KohaneS11,
author = {Isaac S. Kohane and
Peter Szolovits},
title = {Marco Ramoni: an appreciation of academic achievement},
journal = {J. Am. Medical Informatics Assoc.},
volume = {18},
number = {4},
pages = {367--369},
year = {2011},
url = {https://doi.org/10.1136/amiajnl-2011-000218},
doi = {10.1136/AMIAJNL-2011-000218},
timestamp = {Mon, 11 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jamia/KohaneS11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jamia/RudinSSVSB11,
author = {Robert S. Rudin and
Claudia A. Salzberg and
Peter Szolovits and
Lynn A. Volk and
Steven R. Simon and
David W. Bates},
title = {Care transitions as opportunities for clinicians to use data exchange
services: how often do they occur?},
journal = {J. Am. Medical Informatics Assoc.},
volume = {18},
number = {6},
pages = {853--858},
year = {2011},
url = {https://doi.org/10.1136/amiajnl-2010-000072},
doi = {10.1136/AMIAJNL-2010-000072},
timestamp = {Mon, 11 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jamia/RudinSSVSB11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcst/Szolovits11,
author = {Peter Szolovits},
title = {Possibilities for Healthcare Computing},
journal = {J. Comput. Sci. Technol.},
volume = {26},
number = {4},
pages = {625--631},
year = {2011},
url = {https://doi.org/10.1007/s11390-011-1162-3},
doi = {10.1007/S11390-011-1162-3},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jcst/Szolovits11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/artmed/PatelSSSBBA09,
author = {Vimla L. Patel and
Edward H. Shortliffe and
Mario Stefanelli and
Peter Szolovits and
Michael R. Berthold and
Riccardo Bellazzi and
Ameen Abu{-}Hanna},
title = {The coming of age of artificial intelligence in medicine},
journal = {Artif. Intell. Medicine},
volume = {46},
number = {1},
pages = {5--17},
year = {2009},
url = {https://doi.org/10.1016/j.artmed.2008.07.017},
doi = {10.1016/J.ARTMED.2008.07.017},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/artmed/PatelSSSBBA09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/midm/KlannS09,
author = {Jeffrey G. Klann and
Peter Szolovits},
title = {An intelligent listening framework for capturing encounter notes from
a doctor-patient dialog},
journal = {{BMC} Medical Informatics Decis. Mak.},
volume = {9},
number = {{S-1}},
pages = {S3},
year = {2009},
url = {https://doi.org/10.1186/1472-6947-9-S1-S3},
doi = {10.1186/1472-6947-9-S1-S3},
timestamp = {Sun, 06 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/midm/KlannS09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/amia/HugS09,
author = {Caleb W. Hug and
Peter Szolovits},
title = {{ICU} Acuity: Real-time Models versus Daily Models},
booktitle = {{AMIA} 2009, American Medical Informatics Association Annual Symposium,
San Francisco, CA, USA, November 14-18, 2009},
publisher = {{AMIA}},
year = {2009},
url = {https://knowledge.amia.org/amia-55142-a2009a-1.626575/t-001-1.627318/f-001-1.627319/a-051-1.627599/a-052-1.627596},
timestamp = {Wed, 17 Apr 2024 11:48:10 +0200},
biburl = {https://dblp.org/rec/conf/amia/HugS09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/chi/schraefelAWTBCJKDMMSSW09,
author = {m. c. schraefel and
Paul Andr{\'{e}} and
Ryen White and
Desney S. Tan and
Tim Berners{-}Lee and
Sunny Consolvo and
Robert Jacobs and
Isaac S. Kohane and
Christopher A. Le Dantec and
Lena Mamykina and
Gary Marsden and
Ben Shneiderman and
Peter Szolovits and
Daniel J. Weitzner},
editor = {Dan R. Olsen Jr. and
Richard B. Arthur and
Ken Hinckley and
Meredith Ringel Morris and
Scott E. Hudson and
Saul Greenberg},
title = {Interacting with eHealth: towards grand challenges for {HCI}},
booktitle = {Proceedings of the 27th International Conference on Human Factors
in Computing Systems, {CHI} 2009, Extended Abstracts Volume, Boston,
MA, USA, April 4-9, 2009},
pages = {3309--3312},
publisher = {{ACM}},
year = {2009},
url = {https://doi.org/10.1145/1520340.1520476},
doi = {10.1145/1520340.1520476},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/chi/schraefelAWTBCJKDMMSSW09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/artmed/UzunerSLS08,
author = {{\"{O}}zlem Uzuner and
Tawanda C. Sibanda and
Yuan Luo and
Peter Szolovits},
title = {A de-identifier for medical discharge summaries},
journal = {Artif. Intell. Medicine},
volume = {42},
number = {1},
pages = {13--35},
year = {2008},
url = {https://doi.org/10.1016/j.artmed.2007.10.001},
doi = {10.1016/J.ARTMED.2007.10.001},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/artmed/UzunerSLS08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jbi/ZhangS08,
author = {Ying Zhang and
Peter Szolovits},
title = {Patient-specific learning in real time for adaptive monitoring in
critical care},
journal = {J. Biomed. Informatics},
volume = {41},
number = {3},
pages = {452--460},
year = {2008},
url = {https://doi.org/10.1016/j.jbi.2008.03.011},
doi = {10.1016/J.JBI.2008.03.011},
timestamp = {Tue, 16 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jbi/ZhangS08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/midm/NeamatullahDLRVLSMMC08,
author = {Ishna Neamatullah and
Margaret M. Douglass and
Li{-}Wei H. Lehman and
Andrew T. Reisner and
Mauricio Villarroel and
William J. Long and
Peter Szolovits and
George B. Moody and
Roger G. Mark and
Gari D. Clifford},
title = {Automated de-identification of free-text medical records},
journal = {{BMC} Medical Informatics Decis. Mak.},
volume = {8},
pages = {32},
year = {2008},
url = {https://doi.org/10.1186/1472-6947-8-32},
doi = {10.1186/1472-6947-8-32},
timestamp = {Sun, 06 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/midm/NeamatullahDLRVLSMMC08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jamia/Szolovits07,
author = {Peter Szolovits},
title = {Comment: What Is a Grid?},
journal = {J. Am. Medical Informatics Assoc.},
volume = {14},
number = {3},
pages = {386},
year = {2007},
url = {https://doi.org/10.1197/jamia.M2351},
doi = {10.1197/JAMIA.M2351},
timestamp = {Mon, 11 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jamia/Szolovits07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jamia/UzunerLS07,
author = {{\"{O}}zlem Uzuner and
Yuan Luo and
Peter Szolovits},
title = {Viewpoint Paper: Evaluating the State-of-the-Art in Automatic De-identification},
journal = {J. Am. Medical Informatics Assoc.},
volume = {14},
number = {5},
pages = {550--563},
year = {2007},
url = {https://doi.org/10.1197/jamia.M2444},
doi = {10.1197/JAMIA.M2444},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jamia/UzunerLS07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/amia/SibandaHSU06,
author = {Tawanda C. Sibanda and
Tian He and
Peter Szolovits and
{\"{O}}zlem Uzuner},
title = {Syntactically-Informed Semantic Category Recognizer for Discharge
Summaries},
booktitle = {{AMIA} 2006, American Medical Informatics Association Annual Symposium,
Washington, DC, USA, November 11-15, 2006},
publisher = {{AMIA}},
year = {2006},
url = {https://knowledge.amia.org/amia-55142-a2006a-1.620145/t-001-1.623243/f-001-1.623244/a-143-1.623318/a-144-1.623315},
timestamp = {Wed, 17 Apr 2024 11:48:16 +0200},
biburl = {https://dblp.org/rec/conf/amia/SibandaHSU06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/embc/HeldtLVSM06,
author = {Thomas Heldt and
William J. Long and
George C. Verghese and
Peter Szolovits and
Roger G. Mark},
title = {Integrating Data, Models, and Reasoning in Critical Care},
booktitle = {28th International Conference of the {IEEE} Engineering in Medicine
and Biology Society, {EMBC} 2006, New York City, NY, USA, August 30
- September 3, 2006, Main Volume},
pages = {350--353},
publisher = {{IEEE}},
year = {2006},
url = {https://doi.org/10.1109/IEMBS.2006.259734},
doi = {10.1109/IEMBS.2006.259734},
timestamp = {Tue, 01 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/embc/HeldtLVSM06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/amia/FioriglioS05,
author = {Gianluigi Fioriglio and
Peter Szolovits},
title = {Copy Fees and Patients' Rights to Obtain a Copy of Their Medical Records:
From Law to Reality},
booktitle = {{AMIA} 2005, American Medical Informatics Association Annual Symposium,
Washington, DC, USA, October 22-26, 2005},
publisher = {{AMIA}},
year = {2005},
url = {https://knowledge.amia.org/amia-55142-a2005a-1.613296/t-001-1.616182/f-001-1.616183/a-050-1.616539/a-051-1.616536},
timestamp = {Wed, 17 Apr 2024 11:48:22 +0200},
biburl = {https://dblp.org/rec/conf/amia/FioriglioS05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/amia/Szolovits03,
author = {Peter Szolovits},
title = {Adding a Medical Lexicon to an English Parser},
booktitle = {{AMIA} 2003, American Medical Informatics Association Annual Symposium,
Washington, DC, USA, November 8-12, 2003},
publisher = {{AMIA}},
year = {2003},
url = {https://knowledge.amia.org/amia-55142-a2003a-1.616734/t-001-1.619623/f-001-1.619624/a-129-1.619711/a-130-1.619708},
timestamp = {Wed, 17 Apr 2024 11:48:28 +0200},
biburl = {https://dblp.org/rec/conf/amia/Szolovits03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijmi/RivaMONBSK01,
author = {Alberto Riva and
Kenneth D. Mandl and
Do Hoon Oh and
Daniel J. Nigrin and
Atul J. Butte and
Peter Szolovits and
Isaac S. Kohane},
title = {The Personal Internetworked Notary and Guardian},
journal = {Int. J. Medical Informatics},
volume = {62},
number = {1},
pages = {27--40},
year = {2001},
url = {https://doi.org/10.1016/S1386-5056(00)00136-2},
doi = {10.1016/S1386-5056(00)00136-2},
timestamp = {Fri, 21 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijmi/RivaMONBSK01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/agents/MuiSA01,
author = {Lik Mui and
Peter Szolovits and
Cheewee Ang},
editor = {Elisabeth Andr{\'{e}} and
Sandip Sen and
Claude Frasson and
J{\"{o}}rg P. M{\"{u}}ller},
title = {Collaborative sanctioning: applications in restaurant recommendations
based on reputation},
booktitle = {Proceedings of the Fifth International Conference on Autonomous Agents,
{AGENTS} 2001, Montreal, Canada, May 28 - June 1, 2001},
pages = {118--119},
publisher = {{ACM}},
year = {2001},
url = {https://doi.org/10.1145/375735.376020},
doi = {10.1145/375735.376020},
timestamp = {Sat, 30 Sep 2023 09:33:47 +0200},
biburl = {https://dblp.org/rec/conf/agents/MuiSA01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/amia/FraserLNJDSK01,
author = {Hamish Fraser and
Libby Levison and
Michael Nikiforov and
Darius Jazayeri and
Candy Day and
Peter Szolovits and
Jim Y. Kim},
title = {Informatics Support for the Management of Drug Resistant Tuberculosis
in Peru and Russia},
booktitle = {{AMIA} 2001, American Medical Informatics Association Annual Symposium,
Washington, DC, USA, November 3-7, 2001},
publisher = {{AMIA}},
year = {2001},
url = {https://knowledge.amia.org/amia-55142-a2001a-1.597057/t-002-1.598852/f-001-1.598853/a-264-1.599344/a-265-1.599341},
timestamp = {Wed, 17 Apr 2024 11:48:39 +0200},
biburl = {https://dblp.org/rec/conf/amia/FraserLNJDSK01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/amia/WuMMS01,
author = {Min Wu and
Lik Mui and
Mojdeh Mohtashemi and
Peter Szolovits},
title = {Secure Health Information Sharing System: {SHARE}},
booktitle = {{AMIA} 2001, American Medical Informatics Association Annual Symposium,
Washington, DC, USA, November 3-7, 2001},
publisher = {{AMIA}},
year = {2001},
url = {https://knowledge.amia.org/amia-55142-a2001a-1.597057/t-002-1.598852/f-001-1.598853/a-417-1.598882/a-418-1.598879},
timestamp = {Wed, 17 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/amia/WuMMS01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/medinfo/FraserJBSM01,
author = {Hamish S. F. Fraser and
Darius Jazayeri and
Lech Bannach and
Peter Szolovits and
St John D. McGrath},
editor = {Vimla L. Patel and
Ray Rogers and
Reinhold Haux},
title = {TeleMedMail: Free Software to Facilitate Telemedicine in Developing
Countries},
booktitle = {{MEDINFO} 2001 - Proceedings of the 10th World Congress on Medical
Informatics, September 2-5, 2001, London, {UK}},
series = {Studies in Health Technology and Informatics},
volume = {84},
pages = {815--819},
publisher = {{IOS} Press},
year = {2001},
url = {https://doi.org/10.3233/978-1-60750-928-8-815},
doi = {10.3233/978-1-60750-928-8-815},
timestamp = {Wed, 03 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/medinfo/FraserJBSM01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/amia/FraserJSM00,
author = {Hamish S. F. Fraser and
Darius Jazayeri and
Peter Szolovits and
St John D. McGrath},
title = {Appropriate Technology for Telemedicine in Developing Countries},
booktitle = {{AMIA} 2000, American Medical Informatics Association Annual Symposium,
Los Angeles, CA, USA, November 4-8, 2000},
publisher = {{AMIA}},
year = {2000},
url = {https://knowledge.amia.org/amia-55142-a2000a-1.606968/t-002-1.608710/f-001-1.608711/a-259-1.609197/a-260-1.609194},
timestamp = {Wed, 17 Apr 2024 11:48:44 +0200},
biburl = {https://dblp.org/rec/conf/amia/FraserJSM00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/amia/Ohno-MachadoBFGKMMMRRSS00,
author = {Lucila Ohno{-}Machado and
Aziz A. Boxwala and
Hamish Fraser and
Robert A. Greenes and
Isaac S. Kohane and
Heimar F. Marin and
Eduardo P. Marques and
Eduardo Massad and
Beatriz H. Rocha and
Roberto A. Rocha and
Laura M. Smeaton and
Peter Szolovits},
title = {First Steps Towards Implementing an International Training Program
in Medical Informatics: The Brazil/USA Project},
booktitle = {{AMIA} 2000, American Medical Informatics Association Annual Symposium,
Los Angeles, CA, USA, November 4-8, 2000},
publisher = {{AMIA}},
year = {2000},
url = {https://knowledge.amia.org/amia-55142-a2000a-1.606968/t-002-1.608710/f-001-1.608711/a-353-1.608909/a-354-1.608906},
timestamp = {Wed, 17 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/amia/Ohno-MachadoBFGKMMMRRSS00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/amia/KohaneDS98,
author = {Isaac S. Kohane and
Hongmei Dong and
Peter Szolovits},
title = {Health information identification and de-identification toolkit},
booktitle = {{AMIA} 1998, American Medical Informatics Association Annual Symposium,
Lake Buena Vista, FL, USA, November 7-11, 1998},
publisher = {{AMIA}},
year = {1998},
url = {https://knowledge.amia.org/amia-55142-a1998a-1.588514/t-001-1.590475/f-001-1.590476/a-066-1.590837/a-067-1.590834},
timestamp = {Wed, 17 Apr 2024 11:48:54 +0200},
biburl = {https://dblp.org/rec/conf/amia/KohaneDS98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jamia/HalamkaSRS97,
author = {John D. Halamka and
Peter Szolovits and
David M. Rind and
Charles Safran},
title = {Application of Information Technology: {A} {WWW} Implementation of
National Recommendations for Protecting Electronic Health Information},
journal = {J. Am. Medical Informatics Assoc.},
volume = {4},
number = {6},
pages = {458--464},
year = {1997},
url = {https://doi.org/10.1136/jamia.1997.0040458},
doi = {10.1136/JAMIA.1997.0040458},
timestamp = {Mon, 11 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jamia/HalamkaSRS97.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/amia/GoyalS97,
author = {Manish Goyal and
Peter Szolovits},
title = {A Visual Method for Input of Uncertain Time-Oriented Data},
booktitle = {{AMIA} 1997, American Medical Informatics Association Annual Symposium,
Nashville, TN, USA, October 25-29, 1997},
publisher = {{AMIA}},
year = {1997},
url = {https://knowledge.amia.org/amia-55142-a1997a-1.585351/t-002-1.586957/f-001-1.586958/a-271-1.587199/a-272-1.587196},
timestamp = {Wed, 17 Apr 2024 11:48:58 +0200},
biburl = {https://dblp.org/rec/conf/amia/GoyalS97.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/amia/RindKSSCB97,
author = {David M. Rind and
Isaac S. Kohane and
Peter Szolovits and
Charles Safran and
Henry C. Chueh and
G. Octo Barnett},
title = {Confidentiality of Medical Records in the {W3-EMRS} Project},
booktitle = {{AMIA} 1997, American Medical Informatics Association Annual Symposium,
Nashville, TN, USA, October 25-29, 1997},
publisher = {{AMIA}},
year = {1997},
url = {https://knowledge.amia.org/amia-55142-a1997a-1.585351/t-002-1.586957/f-001-1.586958/a-316-1.587061/a-317-1.587058},
timestamp = {Wed, 17 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/amia/RindKSSCB97.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/amia/WangWBSK97,
author = {Kang Wang and
F. J. van Wingerde and
Karen L. Bradshaw and
Peter Szolovits and
Isaac S. Kohane},
title = {A Java-based multi-institutional medical information retrieval system},
booktitle = {{AMIA} 1997, American Medical Informatics Association Annual Symposium,
Nashville, TN, USA, October 25-29, 1997},
publisher = {{AMIA}},
year = {1997},
url = {https://knowledge.amia.org/amia-55142-a1997a-1.585351/t-001-1.587519/f-001-1.587520/a-107-1.587695/a-108-1.587692},
timestamp = {Wed, 17 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/amia/WangWBSK97.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jamia/KohaneGFCS96,
author = {Isaac S. Kohane and
Philip Greenspun and
James C. Fackler and
Christopher Cimino and
Peter Szolovits},
title = {Application of Technology: Building National Electronic Medical Record
Systems via the World Wide Web},
journal = {J. Am. Medical Informatics Assoc.},
volume = {3},
number = {3},
pages = {191--207},
year = {1996},
url = {https://doi.org/10.1136/jamia.1996.96310633},
doi = {10.1136/JAMIA.1996.96310633},
timestamp = {Mon, 11 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jamia/KohaneGFCS96.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/aim/FranierGHCCSSY94,
author = {Richard Frainier and
Nicolas Groleau and
Lyman Hazelton and
Silvano Colombano and
Michael Compton II and
Irving C. Statler and
Peter Szolovits and
Laurence Young},
title = {PI-in-a-Box: {A} Knowledge-Based System for Space Science Experimentation},
journal = {{AI} Mag.},
volume = {15},
number = {1},
pages = {39--51},
year = {1994},
url = {https://doi.org/10.1609/aimag.v15i1.1078},
doi = {10.1609/AIMAG.V15I1.1078},
timestamp = {Tue, 25 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/aim/FranierGHCCSSY94.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jamia/SzolovitsK94,
author = {Peter Szolovits and
Isaac S. Kohane},
title = {Policy Forum: Against Simple Universal Health-Care Identifiers},
journal = {J. Am. Medical Informatics Assoc.},
volume = {1},
number = {4},
pages = {316--319},
year = {1994},
url = {https://doi.org/10.1136/jamia.1994.95236164},
doi = {10.1136/JAMIA.1994.95236164},
timestamp = {Mon, 11 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jamia/SzolovitsK94.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/ShachterAS94,
author = {Ross D. Shachter and
Stig K. Andersen and
Peter Szolovits},
editor = {Ram{\'{o}}n L{\'{o}}pez de M{\'{a}}ntaras and
David Poole},
title = {Global Conditioning for Probabilistic Inference in Belief Networks},
booktitle = {{UAI} '94: Proceedings of the Tenth Annual Conference on Uncertainty
in Artificial Intelligence, Seattle, Washington, USA, July 29-31,
1994},
pages = {514--522},
publisher = {Morgan Kaufmann},
year = {1994},
url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&\#38;smnu=2\&\#38;article\_id=544\&\#38;proceeding\_id=10},
timestamp = {Wed, 03 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/ShachterAS94.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ai/SzolovitsP93,
author = {Peter Szolovits and
Stephen G. Pauker},
title = {Categorical and Probabilistic Reasoning in Medicine Revisited},
journal = {Artif. Intell.},
volume = {59},
number = {1-2},
pages = {167--180},
year = {1993},
url = {https://doi.org/10.1016/0004-3702(93)90183-C},
doi = {10.1016/0004-3702(93)90183-C},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ai/SzolovitsP93.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/aim/DavisSS93,
author = {Randall Davis and
Howard E. Shrobe and
Peter Szolovits},
title = {What Is a Knowledge Representation?},
journal = {{AI} Mag.},
volume = {14},
number = {1},
pages = {17--33},
year = {1993},
url = {https://doi.org/10.1609/aimag.v14i1.1029},
doi = {10.1609/AIMAG.V14I1.1029},
timestamp = {Tue, 25 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/aim/DavisSS93.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iaai/FrainierGHSYCSC93,
author = {Richard Frainier and
Nicolas Groleau and
Lyman Hazelton and
Peter Szolovits and
Laurence Young and
Silvano Colombano and
Irving C. Statler and
Michael Compton II},
title = {I-in-a-Box: {A} Knowledge-Based System for Space Science Experimentation},
booktitle = {Proceedings of the The Fifth Conference on Innovative Applications
of Artificial Intelligence {(IAAI} 1993), July 11-15, 1993, Washington,
DC, {USA}},
pages = {34--49},
publisher = {{AAAI}},
year = {1993},
url = {http://www.aaai.org/Library/IAAI/1993/iaai93-004.php},
timestamp = {Mon, 04 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iaai/FrainierGHSYCSC93.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/aai/HirschSBWS89,
author = {David E. Hirsch and
Sheldon R. Simon and
Tom Bylander and
Michael A. Weintraub and
Peter Szolovits},
title = {Using causal reasoning in gait analysis},
journal = {Appl. Artif. Intell.},
volume = {3},
number = {2-3},
pages = {337--356},
year = {1989},
url = {https://doi.org/10.1080/08839518908949930},
doi = {10.1080/08839518908949930},
timestamp = {Tue, 25 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/aai/HirschSBWS89.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/db-workshops/Szolovits85,
author = {Peter Szolovits},
editor = {Michael L. Brodie and
John Mylopoulos},
title = {Knowledge-Based Systems: {A} Survey},
booktitle = {On Knowledge Base Management Systems: Integrating Artificial Intelligence
and Database Technologies, Book resulting from the Islamorada Workshop
1985 (Islamorada, FL, {USA)}},
series = {Topics in Information Systems},
pages = {339--352},
publisher = {Springer},
year = {1985},
timestamp = {Sat, 03 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/db-workshops/Szolovits85.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/PatilSS82,
author = {Ramesh S. Patil and
Peter Szolovits and
William B. Schwartz},
editor = {David L. Waltz},
title = {Information Acquisition in Diagnosis},
booktitle = {Proceedings of the National Conference on Artificial Intelligence,
Pittsburgh, PA, USA, August 18-20, 1982},
pages = {345--348},
publisher = {{AAAI} Press},
year = {1982},
url = {http://www.aaai.org/Library/AAAI/1982/aaai82-082.php},
timestamp = {Mon, 04 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/PatilSS82.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/PatilSS81,
author = {Ramesh S. Patil and
Peter Szolovits and
William B. Schwartz},
editor = {Patrick J. Hayes},
title = {Causal Understanding of Patient Illness in Medical Diagnosis},
booktitle = {Proceedings of the 7th International Joint Conference on Artificial
Intelligence, {IJCAI} '81, Vancouver, BC, Canada, August 24-28, 1981},
pages = {893--899},
publisher = {William Kaufmann},
year = {1981},
timestamp = {Tue, 20 Aug 2019 16:16:26 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/PatilSS81.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/SzolovitsM81,
author = {Peter Szolovits and
William A. Martin},
editor = {Patrick J. Hayes},
title = {Brand {X:} {LISP} Suport for Semantic Networks},
booktitle = {Proceedings of the 7th International Joint Conference on Artificial
Intelligence, {IJCAI} '81, Vancouver, BC, Canada, August 24-28, 1981},
pages = {940--946},
publisher = {William Kaufmann},
year = {1981},
timestamp = {Tue, 15 Feb 2005 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcai/SzolovitsM81.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ai/SzolovitsP78,
author = {Peter Szolovits and
Stephen G. Pauker},
title = {Categorical and Probabilistic Reasoning in Medical Diagnosis},
journal = {Artif. Intell.},
volume = {11},
number = {1-2},
pages = {115--144},
year = {1978},
url = {https://doi.org/10.1016/0004-3702(78)90014-0},
doi = {10.1016/0004-3702(78)90014-0},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ai/SzolovitsP78.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/afips/Szolovits78,
author = {Peter Szolovits},
editor = {Sakti P. Ghosh and
Leonard Y. Liu},
title = {The development of clinical expertise in the computer-The evolution
of clinical decision-making programs at {MIT} (Abstract of presentation)},
booktitle = {American Federation of Information Processing Societies: 1978 National
Computer Conference, June 5-8, 1978, Anaheim, CA, {USA}},
series = {{AFIPS} Conference Proceedings},
volume = {47},
pages = {258},
publisher = {{AFIPS} Press},
year = {1978},
timestamp = {Fri, 17 Jul 2020 16:12:47 +0200},
biburl = {https://dblp.org/rec/conf/afips/Szolovits78.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/siggraph/ThompsonBGORS74,
author = {Frederick B. Thompson and
Richard H. Bigelow and
Norton Greenfeld and
J. Odden and
D. Reece and
Peter Szolovits},
title = {The {REL} animated film language},
booktitle = {Proceedings of the 1st Annual Conference on Computer Graphics and
Interactive Techniques, {SIGGRAPH} 1974, Boulder, Colorado, USA, July
15-17, 1974},
pages = {40},
publisher = {{ACM}},
year = {1974},
url = {https://doi.org/10.1145/563182.563208},
doi = {10.1145/563182.563208},
timestamp = {Fri, 12 Mar 2021 11:23:53 +0100},
biburl = {https://dblp.org/rec/conf/siggraph/ThompsonBGORS74.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/afips/BigelowGST73,
author = {Richard H. Bigelow and
Norton R. Greenfield and
Peter Szolovits and
Frederick B. Thompson},
title = {Specialized languages: an applications methodology},
booktitle = {American Federation of Information Processing Societies: 1973 National
Computer Conference, 4-8 June 1973, New York, NY, {USA}},
series = {{AFIPS} Conference Proceedings},
volume = {42},
publisher = {{AFIPS} Press/ACM},
year = {1973},
url = {https://doi.org/10.1145/1499586.1499783},
doi = {10.1145/1499586.1499783},
timestamp = {Wed, 14 Apr 2021 16:50:07 +0200},
biburl = {https://dblp.org/rec/conf/afips/BigelowGST73.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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