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ORCIDBibTeX records: Peggy L. Peissig
@article{DBLP:journals/midm/YuPGLWSBCCDFGHH22,
author = {Jingzhi Yu and
Jennifer A. Pacheco and
Anika S. Ghosh and
Yuan Luo and
Chunhua Weng and
Ning Shang and
Barbara Benoit and
David S. Carrell and
Robert J. Carroll and
Ozan Dikilitas and
Robert R. Freimuth and
Vivian S. Gainer and
Hakon Hakonarson and
George Hripcsak and
Iftikhar J. Kullo and
Frank D. Mentch and
Shawn N. Murphy and
Peggy L. Peissig and
Andrea H. Ramirez and
Nephi Walton and
Wei{-}Qi Wei and
Luke V. Rasmussen},
title = {Under-specification as the source of ambiguity and vagueness in narrative
phenotype algorithm definitions},
journal = {{BMC} Medical Informatics Decis. Mak.},
volume = {22},
number = {1},
pages = {23},
year = {2022},
url = {https://doi.org/10.1186/s12911-022-01759-z},
doi = {10.1186/S12911-022-01759-Z},
timestamp = {Mon, 14 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/midm/YuPGLWSBCCDFGHH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/npjdm/ShangKPZMFDCDHA21,
author = {Ning Shang and
Atlas Khan and
Fernanda Polubriaginof and
Francesca Zanoni and
Karla Mehl and
David Fasel and
Paul E. Drawz and
Robert J. Carroll and
Joshua C. Denny and
Matthew A. Hathcock and
Adelaide M. Arruda{-}Olson and
Peggy L. Peissig and
Richard A. Dart and
Murray H. Brilliant and
Eric B. Larson and
David S. Carrell and
Sarah A. Pendergrass and
Shefali Setia Verma and
Marylyn D. Ritchie and
Barbara Benoit and
Vivian S. Gainer and
Elizabeth W. Karlson and
Adam S. Gordon and
Gail P. Jarvik and
Ian B. Stanaway and
David R. Crosslin and
Sumit Mohan and
Iuliana Ionita{-}Laza and
Nicholas P. Tatonetti and
Ali G. Gharavi and
George Hripcsak and
Chunhua Weng and
Krzysztof Kiryluk},
title = {Medical records-based chronic kidney disease phenotype for clinical
care and "big data" observational and genetic studies},
journal = {npj Digit. Medicine},
volume = {4},
year = {2021},
url = {https://doi.org/10.1038/s41746-021-00428-1},
doi = {10.1038/S41746-021-00428-1},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/npjdm/ShangKPZMFDCDHA21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/chil/ZhangKPP20,
author = {Wei Zhang and
Zhaobin Kuang and
Peggy L. Peissig and
David Page},
editor = {Marzyeh Ghassemi},
title = {Adverse drug reaction discovery from electronic health records with
deep neural networks},
booktitle = {{ACM} {CHIL} '20: {ACM} Conference on Health, Inference, and Learning,
Toronto, Ontario, Canada, April 2-4, 2020 [delayed]},
pages = {30--39},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3368555.3384459},
doi = {10.1145/3368555.3384459},
timestamp = {Wed, 16 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/chil/ZhangKPP20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2005-06462,
author = {Sinong Geng and
Zhaobin Kuang and
Peggy L. Peissig and
David Page},
title = {Temporal Poisson Square Root Graphical Models},
journal = {CoRR},
volume = {abs/2005.06462},
year = {2020},
url = {https://arxiv.org/abs/2005.06462},
eprinttype = {arXiv},
eprint = {2005.06462},
timestamp = {Fri, 22 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2005-06462.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2011-09497,
author = {Alexander K. Taylor and
Ross Kleiman and
Scott J. Hebbring and
Peggy L. Peissig and
David Page},
title = {High-Throughput Approach to Modeling Healthcare Costs Using Electronic
Healthcare Records},
journal = {CoRR},
volume = {abs/2011.09497},
year = {2020},
url = {https://arxiv.org/abs/2011.09497},
eprinttype = {arXiv},
eprint = {2011.09497},
timestamp = {Fri, 03 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2011-09497.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/algorithms/BashiriRPDY19,
author = {Fereshteh S. Bashiri and
Reihaneh Rostami and
Peggy L. Peissig and
Roshan M. D'Souza and
Zeyun Yu},
title = {An Application of Manifold Learning in Global Shape Descriptors},
journal = {Algorithms},
volume = {12},
number = {8},
pages = {171},
year = {2019},
url = {https://doi.org/10.3390/a12080171},
doi = {10.3390/A12080171},
timestamp = {Mon, 23 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/algorithms/BashiriRPDY19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jamia/HerrPRCPS19,
author = {Timothy M. Herr and
Josh F. Peterson and
Luke V. Rasmussen and
Pedro J. Caraballo and
Peggy L. Peissig and
Justin B. Starren},
title = {Pharmacogenomic clinical decision support design and multi-site process
outcomes analysis in the eMERGE Network},
journal = {J. Am. Medical Informatics Assoc.},
volume = {26},
number = {2},
pages = {143--148},
year = {2019},
url = {https://doi.org/10.1093/jamia/ocy156},
doi = {10.1093/JAMIA/OCY156},
timestamp = {Sat, 30 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jamia/HerrPRCPS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jbi/BadgerLMBPP19,
author = {Jonathan C. Badger and
Eric LaRose and
John Mayer and
Fereshteh S. Bashiri and
David Page and
Peggy L. Peissig},
title = {Machine learning for phenotyping opioid overdose events},
journal = {J. Biomed. Informatics},
volume = {94},
year = {2019},
url = {https://doi.org/10.1016/j.jbi.2019.103185},
doi = {10.1016/J.JBI.2019.103185},
timestamp = {Tue, 16 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jbi/BadgerLMBPP19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jbi/HripcsakSPRLBCC19,
author = {George Hripcsak and
Ning Shang and
Peggy L. Peissig and
Luke V. Rasmussen and
Cong Liu and
Barbara Benoit and
Robert J. Carroll and
David S. Carrell and
Joshua C. Denny and
Ozan Dikilitas and
Vivian S. Gainer and
Kayla Marie Howell and
Jeffrey G. Klann and
Iftikhar J. Kullo and
Todd Lingren and
Frank D. Mentch and
Shawn N. Murphy and
Karthik Natarajan and
Chunhua Weng},
title = {Facilitating phenotype transfer using a common data model},
journal = {J. Biomed. Informatics},
volume = {96},
year = {2019},
url = {https://doi.org/10.1016/j.jbi.2019.103253},
doi = {10.1016/J.JBI.2019.103253},
timestamp = {Wed, 22 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jbi/HripcsakSPRLBCC19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bhi/BashiriBDYP19,
author = {Fereshteh S. Bashiri and
Jonathan C. Badger and
Roshan M. D'Souza and
Zeyun Yu and
Peggy L. Peissig},
title = {Lung Nodule Classification Using Combined Deep and Spectral 3D Shape
Features},
booktitle = {2019 {IEEE} {EMBS} International Conference on Biomedical {\&}
Health Informatics, {BHI} 2019, Chicago, IL, USA, May 19-22, 2019},
pages = {1--4},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/BHI.2019.8834537},
doi = {10.1109/BHI.2019.8834537},
timestamp = {Wed, 16 Oct 2019 14:14:51 +0200},
biburl = {https://dblp.org/rec/conf/bhi/BashiriBDYP19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1901-02508,
author = {Fereshteh S. Bashiri and
Reihaneh Rostami and
Peggy L. Peissig and
Roshan M. D'Souza and
Zeyun Yu},
title = {An Application of Manifold Learning in Global Shape Descriptors},
journal = {CoRR},
volume = {abs/1901.02508},
year = {2019},
url = {http://arxiv.org/abs/1901.02508},
eprinttype = {arXiv},
eprint = {1901.02508},
timestamp = {Fri, 01 Feb 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1901-02508.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1907-01901,
author = {Ross S. Kleiman and
Paul S. Bennett and
Peggy L. Peissig and
Richard L. Berg and
Zhaobin Kuang and
Scott J. Hebbring and
Michael D. Caldwell and
David Page},
title = {High-Throughput Machine Learning from Electronic Health Records},
journal = {CoRR},
volume = {abs/1907.01901},
year = {2019},
url = {http://arxiv.org/abs/1907.01901},
eprinttype = {arXiv},
eprint = {1907.01901},
timestamp = {Mon, 08 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1907-01901.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jamia/PachecoRKCSCSMA18,
author = {Jennifer A. Pacheco and
Luke V. Rasmussen and
Richard C. Kiefer and
Thomas R. Campion Jr. and
Peter Speltz and
Robert J. Carroll and
Sarah C. Stallings and
Huan Mo and
Monika Ahuja and
Guoqian Jiang and
Eric R. LaRose and
Peggy L. Peissig and
Ning Shang and
Barbara Benoit and
Vivian S. Gainer and
Kenneth Borthwick and
Kathryn L. Jackson and
Ambrish Sharma and
Andy Yizhou Wu and
Abel N. Kho and
Dan M. Roden and
Jyotishman Pathak and
Joshua C. Denny and
William K. Thompson},
title = {A case study evaluating the portability of an executable computable
phenotype algorithm across multiple institutions and electronic health
record environments},
journal = {J. Am. Medical Informatics Assoc.},
volume = {25},
number = {11},
pages = {1540--1546},
year = {2018},
url = {https://doi.org/10.1093/jamia/ocy101},
doi = {10.1093/JAMIA/OCY101},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jamia/PachecoRKCSCSMA18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/amia/FeldWAWLPOCPB18,
author = {Shara Feld and
Kaitlin M. Woo and
Roxana Alexandridis and
Yirong Wu and
Jie Liu and
Peggy L. Peissig and
Adedayo A. Onitilo and
Jennifer Cox and
David Page and
Elizabeth S. Burnside},
title = {Improving breast cancer risk prediction by using demographic risk
factors, abnormality features on mammograms and genetic variants},
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/t005-1.4263615/t005-1.4263616/2974837-1.4263734/2975998-1.4263731},
timestamp = {Wed, 17 Apr 2024 11:47:15 +0200},
biburl = {https://dblp.org/rec/conf/amia/FeldWAWLPOCPB18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ichi/TaftiBLP18,
author = {Ahmad Pahlavan Tafti and
Fereshteh S. Bashiri and
Eric LaRose and
Peggy L. Peissig},
title = {Diagnostic Classification of Lung {CT} Images Using Deep 3D Multi-Scale
Convolutional Neural Network},
booktitle = {{IEEE} International Conference on Healthcare Informatics, {ICHI}
2018, New York City, NY, USA, June 4-7, 2018},
pages = {412--414},
publisher = {{IEEE} Computer Society},
year = {2018},
url = {https://doi.org/10.1109/ICHI.2018.00078},
doi = {10.1109/ICHI.2018.00078},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ichi/TaftiBLP18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/GengKPP18,
author = {Sinong Geng and
Zhaobin Kuang and
Peggy L. Peissig and
David Page},
editor = {Jennifer G. Dy and
Andreas Krause},
title = {Temporal Poisson Square Root Graphical Models},
booktitle = {Proceedings of the 35th International Conference on Machine Learning,
{ICML} 2018, Stockholmsm{\"{a}}ssan, Stockholm, Sweden, July
10-15, 2018},
series = {Proceedings of Machine Learning Research},
volume = {80},
pages = {1700--1709},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v80/geng18a.html},
timestamp = {Wed, 03 Apr 2019 18:17:30 +0200},
biburl = {https://dblp.org/rec/conf/icml/GengKPP18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isvc/BashiriLBDYP18,
author = {Fereshteh S. Bashiri and
Eric LaRose and
Jonathan C. Badger and
Roshan M. D'Souza and
Zeyun Yu and
Peggy L. Peissig},
editor = {George Bebis and
Richard Boyle and
Bahram Parvin and
Darko Koracin and
Matt Turek and
Srikumar Ramalingam and
Kai Xu and
Stephen Lin and
Bilal Alsallakh and
Jing Yang and
Eduardo Cuervo and
Jonathan Ventura},
title = {Object Detection to Assist Visually Impaired People: {A} Deep Neural
Network Adventure},
booktitle = {Advances in Visual Computing - 13th International Symposium, {ISVC}
2018, Las Vegas, NV, USA, November 19-21, 2018, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11241},
pages = {500--510},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-03801-4\_44},
doi = {10.1007/978-3-030-03801-4\_44},
timestamp = {Tue, 14 May 2019 10:00:44 +0200},
biburl = {https://dblp.org/rec/conf/isvc/BashiriLBDYP18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miipop/WuFPBTYYPCB18,
author = {Yirong Wu and
Jun Fan and
Peggy L. Peissig and
Richard L. Berg and
Ahmad Pahlavan Tafti and
Jie Yin and
Ming Yuan and
David Page and
Jennifer Cox and
Elizabeth S. Burnside},
editor = {Robert M. Nishikawa and
Frank W. Samuelson},
title = {Quantifying predictive capability of electronic health records for
the most harmful breast cancer},
booktitle = {Medical Imaging 2018: Image Perception, Observer Performance, and
Technology Assessment, Houston, Texas, United States, 10-15 February
2018},
series = {{SPIE} Proceedings},
volume = {10577},
pages = {105770J},
publisher = {{SPIE}},
year = {2018},
url = {https://doi.org/10.1117/12.2293954},
doi = {10.1117/12.2293954},
timestamp = {Fri, 02 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/miipop/WuFPBTYYPCB18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jamia/TeixeiraWCMV17,
author = {Pedro L. Teixeira and
Wei{-}Qi Wei and
Robert M. Cronin and
Huan Mo and
Jacob P. VanHouten and
Robert J. Carroll and
Eric LaRose and
Lisa Bastarache and
S. Trent Rosenbloom and
Todd L. Edwards and
Dan M. Roden and
Thomas A. Lasko and
Richard A. Dart and
Anne M. Nikolai and
Peggy L. Peissig and
Joshua C. Denny},
title = {Evaluating electronic health record data sources and algorithmic approaches
to identify hypertensive individuals},
journal = {J. Am. Medical Informatics Assoc.},
volume = {24},
number = {1},
pages = {162--171},
year = {2017},
url = {https://doi.org/10.1093/jamia/ocw071},
doi = {10.1093/JAMIA/OCW071},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jamia/TeixeiraWCMV17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/TaftiBALBMDPP17,
author = {Ahmad Pahlavan Tafti and
Ehsun Behravesh and
Mehdi Assefi and
Eric LaRose and
Jonathan C. Badger and
John Mayer and
AnHai Doan and
David Page and
Peggy L. Peissig},
editor = {Jian{-}Yun Nie and
Zoran Obradovic and
Toyotaro Suzumura and
Rumi Ghosh and
Raghunath Nambiar and
Chonggang Wang and
Hui Zang and
Ricardo Baeza{-}Yates and
Xiaohua Hu and
Jeremy Kepner and
Alfredo Cuzzocrea and
Jian Tang and
Masashi Toyoda},
title = {bigNN: An open-source big data toolkit focused on biomedical sentence
classification},
booktitle = {2017 {IEEE} International Conference on Big Data {(IEEE} BigData 2017),
Boston, MA, USA, December 11-14, 2017},
pages = {3888--3896},
publisher = {{IEEE} Computer Society},
year = {2017},
url = {https://doi.org/10.1109/BigData.2017.8258394},
doi = {10.1109/BIGDATA.2017.8258394},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bigdataconf/TaftiBALBMDPP17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cri/BadgerLKBLHPP17,
author = {Jonathan C. Badger and
Eric R. LaRose and
Ross Kleiman and
Richard L. Berg and
James G. Linneman and
Richard Hansen and
David Page and
Peggy L. Peissig},
title = {{SCCS} for Detection of Differences in Brand and Generic Adverse Drug
Events},
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/t004-1.3521377/t004-1.3521378/a095-1.3521529},
timestamp = {Wed, 20 Jun 2018 17:09:15 +0200},
biburl = {https://dblp.org/rec/conf/cri/BadgerLKBLHPP17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cri/LaRoseBKDP17,
author = {Eric R. LaRose and
Jonathan C. Badger and
Pradap Konda and
AnHai Doan and
Peggy L. Peissig},
title = {Entity Matching Using Magellan: Matching Drug Reference Tables},
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/t004-1.3521377/t004-1.3521378/a117-1.3521463/a118-1.3521460},
timestamp = {Tue, 23 Jan 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cri/LaRoseBKDP17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ichi/WuBCFYYPCPC17,
author = {Yirong Wu and
Elizabeth S. Burnside and
Jennifer Cox and
Jun Fan and
Ming Yuan and
Jie Yin and
Peggy L. Peissig and
Alexander G. Cobian and
David Page and
Mark W. Craven},
title = {Breast Cancer Risk Prediction Using Electronic Health Records},
booktitle = {2017 {IEEE} International Conference on Healthcare Informatics, {ICHI}
2017, Park City, UT, USA, August 23-26, 2017},
pages = {224--228},
publisher = {{IEEE} Computer Society},
year = {2017},
url = {https://doi.org/10.1109/ICHI.2017.62},
doi = {10.1109/ICHI.2017.62},
timestamp = {Fri, 02 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ichi/WuBCFYYPCPC17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/KuangPCMP17,
author = {Zhaobin Kuang and
Peggy L. Peissig and
V{\'{\i}}tor Santos Costa and
Richard Maclin and
David Page},
title = {Pharmacovigilance via Baseline Regularization with Large-Scale Longitudinal
Observational Data},
booktitle = {Proceedings of the 23rd {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13
- 17, 2017},
pages = {1537--1546},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3097983.3097998},
doi = {10.1145/3097983.3097998},
timestamp = {Fri, 25 Dec 2020 01:14:16 +0100},
biburl = {https://dblp.org/rec/conf/kdd/KuangPCMP17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mldm/TaftiLBKP17,
author = {Ahmad Pahlavan Tafti and
Eric LaRose and
Jonathan C. Badger and
Ross Kleiman and
Peggy L. Peissig},
editor = {Petra Perner},
title = {Machine Learning-as-a-Service and Its Application to Medical Informatics},
booktitle = {Machine Learning and Data Mining in Pattern Recognition - 13th International
Conference, {MLDM} 2017, New York, NY, USA, July 15-20, 2017, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {10358},
pages = {206--219},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-62416-7\_15},
doi = {10.1007/978-3-319-62416-7\_15},
timestamp = {Tue, 14 May 2019 10:00:53 +0200},
biburl = {https://dblp.org/rec/conf/mldm/TaftiLBKP17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlhc/BaoKPPW17,
author = {Yujia Bao and
Zhaobin Kuang and
Peggy L. Peissig and
David Page and
Rebecca Willett},
editor = {Finale Doshi{-}Velez and
Jim Fackler and
David C. Kale and
Rajesh Ranganath and
Byron C. Wallace and
Jenna Wiens},
title = {Hawkes Process Modeling of Adverse Drug Reactions with Longitudinal
Observational Data},
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 = {177--190},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v68/bao17a.html},
timestamp = {Wed, 03 Apr 2019 18:17:31 +0200},
biburl = {https://dblp.org/rec/conf/mlhc/BaoKPPW17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/aci/OverbyCCDFHHMPP16,
author = {Casey L. Overby and
John J. Connolly and
Christopher G. Chute and
Joshua C. Denny and
Robert R. Freimuth and
Andrea L. Hartzler and
Ingrid A. Holm and
Shannon F. Manzi and
Jyotishman Pathak and
Peggy L. Peissig and
Maureen E. Smith and
Marc S. Williams and
Brian H. Shirts and
Elena M. Stoffel and
Peter Tarczy{-}Hornoch and
Carolyn Rohrer Vitek and
Wendy A. Wolf and
Justin Starren and
Luke V. Rasmussen},
title = {Practical considerations for implementing genomic information resources},
journal = {Appl. Clin. Inform.},
volume = {07},
number = {03},
pages = {870--882},
year = {2016},
url = {https://doi.org/10.4338/aci-2016-04-ra-0060},
doi = {10.4338/ACI-2016-04-RA-0060},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/aci/OverbyCCDFHHMPP16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/biodatamining/LiDKHBPBLMBR16,
author = {Ruowang Li and
Scott M. Dudek and
Dokyoon Kim and
Molly A. Hall and
Yukiko Bradford and
Peggy L. Peissig and
Murray H. Brilliant and
James G. Linneman and
Catherine A. McCarty and
Le Bao and
Marylyn D. Ritchie},
title = {Identification of genetic interaction networks via an evolutionary
algorithm evolved Bayesian network},
journal = {BioData Min.},
volume = {9},
pages = {18},
year = {2016},
url = {https://doi.org/10.1186/s13040-016-0094-4},
doi = {10.1186/S13040-016-0094-4},
timestamp = {Wed, 01 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/biodatamining/LiDKHBPBLMBR16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jamia/KirbySRBGPPTPCE16,
author = {Jacqueline Kirby and
Peter Speltz and
Luke V. Rasmussen and
Melissa A. Basford and
Omri Gottesman and
Peggy L. Peissig and
Jennifer A. Pacheco and
Gerard Tromp and
Jyotishman Pathak and
David S. Carrell and
Stephen B. Ellis and
Todd Lingren and
William K. Thompson and
Guergana Savova and
Jonathan L. Haines and
Dan M. Roden and
Paul A. Harris and
Joshua C. Denny},
title = {PheKB: a catalog and workflow for creating electronic phenotype algorithms
for transportability},
journal = {J. Am. Medical Informatics Assoc.},
volume = {23},
number = {6},
pages = {1046--1052},
year = {2016},
url = {https://doi.org/10.1093/jamia/ocv202},
doi = {10.1093/JAMIA/OCV202},
timestamp = {Mon, 11 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jamia/KirbySRBGPPTPCE16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jamia/HeatherlyRPPHDM16,
author = {Raymond Heatherly and
Luke V. Rasmussen and
Peggy L. Peissig and
Jennifer A. Pacheco and
Paul A. Harris and
Joshua C. Denny and
Bradley A. Malin},
title = {A multi-institution evaluation of clinical profile anonymization},
journal = {J. Am. Medical Informatics Assoc.},
volume = {23},
number = {e1},
pages = {e131--e137},
year = {2016},
url = {https://doi.org/10.1093/jamia/ocv154},
doi = {10.1093/JAMIA/OCV154},
timestamp = {Mon, 11 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jamia/HeatherlyRPPHDM16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/FanWYPLOPB16,
author = {Jun Fan and
Yirong Wu and
Ming Yuan and
David Page and
Jie Liu and
Irene M. Ong and
Peggy L. Peissig and
Elizabeth S. Burnside},
title = {Structure-Leveraged Methods in Breast Cancer Risk Prediction},
journal = {J. Mach. Learn. Res.},
volume = {17},
pages = {85:1--85:15},
year = {2016},
url = {http://jmlr.org/papers/v17/15-444.html},
timestamp = {Fri, 02 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jmlr/FanWYPLOPB16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/amia/KoralkarLSSP16,
author = {Rajesh Koralkar and
Eric LaRose and
Yiqiang Song and
David F. Schneider and
Peggy L. Peissig},
title = {Developing an {NLP} Pipeline for Thyroid Ultrasound Reporting},
booktitle = {{AMIA} 2016, American Medical Informatics Association Annual Symposium,
Chicago, IL, USA, November 12-16, 2016},
publisher = {{AMIA}},
year = {2016},
url = {https://knowledge.amia.org/amia-63300-1.3360278/t005-1.3362920/f005-1.3362921/2499834-1.3363809/2489651-1.3363804},
timestamp = {Wed, 17 Apr 2024 11:47:32 +0200},
biburl = {https://dblp.org/rec/conf/amia/KoralkarLSSP16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/KuangTCPSP16,
author = {Zhaobin Kuang and
James A. Thomson and
Michael Caldwell and
Peggy L. Peissig and
Ron M. Stewart and
David Page},
editor = {Subbarao Kambhampati},
title = {Baseline Regularization for Computational Drug Repositioning with
Longitudinal Observational Data},
booktitle = {Proceedings of the Twenty-Fifth International Joint Conference on
Artificial Intelligence, {IJCAI} 2016, New York, NY, USA, 9-15 July
2016},
pages = {2521--2528},
publisher = {{IJCAI/AAAI} Press},
year = {2016},
url = {http://www.ijcai.org/Abstract/16/359},
timestamp = {Tue, 20 Aug 2019 16:19:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/KuangTCPSP16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isvc/TaftiBAAYP16,
author = {Ahmad Pahlavan Tafti and
Ahmadreza Baghaie and
Mehdi Assefi and
Hamid R. Arabnia and
Zeyun Yu and
Peggy L. Peissig},
editor = {George Bebis and
Richard Boyle and
Bahram Parvin and
Darko Koracin and
Fatih Porikli and
Sandra Skaff and
Alireza Entezari and
Jianyuan Min and
Daisuke Iwai and
Amela Sadagic and
Carlos Scheidegger and
Tobias Isenberg},
title = {{OCR} as a Service: An Experimental Evaluation of Google Docs OCR,
Tesseract, {ABBYY} FineReader, and Transym},
booktitle = {Advances in Visual Computing - 12th International Symposium, {ISVC}
2016, Las Vegas, NV, USA, December 12-14, 2016, Proceedings, Part
{I}},
series = {Lecture Notes in Computer Science},
volume = {10072},
pages = {735--746},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-50835-1\_66},
doi = {10.1007/978-3-319-50835-1\_66},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/isvc/TaftiBAAYP16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/KuangTCPSP16,
author = {Zhaobin Kuang and
James A. Thomson and
Michael Caldwell and
Peggy L. Peissig and
Ron M. Stewart and
David Page},
editor = {Balaji Krishnapuram and
Mohak Shah and
Alexander J. Smola and
Charu C. Aggarwal and
Dou Shen and
Rajeev Rastogi},
title = {Computational Drug Repositioning Using Continuous Self-Controlled
Case Series},
booktitle = {Proceedings of the 22nd {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, San Francisco, CA, USA, August
13-17, 2016},
pages = {491--500},
publisher = {{ACM}},
year = {2016},
url = {https://doi.org/10.1145/2939672.2939715},
doi = {10.1145/2939672.2939715},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/KuangTCPSP16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miipop/WuALOPOFYB16,
author = {Yirong Wu and
Craig K. Abbey and
Jie Liu and
Irene M. Ong and
Peggy L. Peissig and
Adedayo A. Onitilo and
Jun Fan and
Ming Yuan and
Elizabeth S. Burnside},
editor = {Craig K. Abbey and
Matthew A. Kupinski},
title = {Discriminatory power of common genetic variants in personalized breast
cancer diagnosis},
booktitle = {Medical Imaging 2016: Image Perception, Observer Performance, and
Technology Assessment, San Diego, California, United States, 27 February
- 3 March 2016},
series = {{SPIE} Proceedings},
volume = {9787},
pages = {978706},
publisher = {{SPIE}},
year = {2016},
url = {https://doi.org/10.1117/12.2217030},
doi = {10.1117/12.2217030},
timestamp = {Fri, 02 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/miipop/WuALOPOFYB16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/psb/BasileWPMBR16,
author = {Anna Okula Basile and
John R. Wallace and
Peggy L. Peissig and
Catherine A. McCarty and
Murray H. Brilliant and
Marylyn D. Ritchie},
editor = {Russ B. Altman and
A. Keith Dunker and
Lawrence Hunter and
Teri E. Klein and
Marylyn D. Ritchie},
title = {Knowledge Driven Binning and PheWAS Analysis in Marshfield Personalized
Medicine Research Project Using BioBin},
booktitle = {Biocomputing 2016: Proceedings of the Pacific Symposium, Kohala Coast,
Hawaii, USA, January 4-8, 2016},
pages = {249--260},
year = {2016},
url = {http://psb.stanford.edu/psb-online/proceedings/psb16/basile.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/psb/BasileWPMBR16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/psb/KimLGVBLFHPBR16,
author = {Dokyoon Kim and
Anastasia Lucas and
Joseph Glessner and
Shefali S. Verma and
Yukiko Bradford and
Ruowang Li and
Alex T. Frase and
Hakon Hakonarson and
Peggy L. Peissig and
Murray H. Brilliant and
Marylyn D. Ritchie},
editor = {Russ B. Altman and
A. Keith Dunker and
Lawrence Hunter and
Teri E. Klein and
Marylyn D. Ritchie},
title = {Biofilter as a Functional Annotation Pipeline for Common and Rare
Copy Number Burden},
booktitle = {Biocomputing 2016: Proceedings of the Pacific Symposium, Kohala Coast,
Hawaii, USA, January 4-8, 2016},
pages = {357--368},
year = {2016},
url = {http://psb.stanford.edu/psb-online/proceedings/psb16/kim.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/psb/KimLGVBLFHPBR16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/sci/NatarajanPP16,
author = {Sriraam Natarajan and
Peggy L. Peissig and
David Page},
editor = {J{\"{o}}rg L{\"{a}}ssig and
Kristian Kersting and
Katharina Morik},
title = {Relational Learning for Sustainable Health},
booktitle = {Computational Sustainability},
series = {Studies in Computational Intelligence},
volume = {645},
pages = {245--264},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-31858-5\_11},
doi = {10.1007/978-3-319-31858-5\_11},
timestamp = {Tue, 22 Aug 2017 14:49:04 +0200},
biburl = {https://dblp.org/rec/series/sci/NatarajanPP16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jamia/MoTRPJKZXMCLMNW15,
author = {Huan Mo and
William K. Thompson and
Luke V. Rasmussen and
Jennifer A. Pacheco and
Guoqian Jiang and
Richard C. Kiefer and
Qian Zhu and
Jie Xu and
Enid N. H. Montague and
David S. Carrell and
Todd Lingren and
Frank D. Mentch and
Yizhao Ni and
Firas H. Wehbe and
Peggy L. Peissig and
Gerard Tromp and
Eric B. Larson and
Christopher G. Chute and
Jyotishman Pathak and
Joshua C. Denny and
Peter Speltz and
Abel N. Kho and
Gail P. Jarvik and
Cosmin Adrian Bejan and
Marc S. Williams and
Kenneth Borthwick and
Terrie E. Kitchner and
Dan M. Roden and
Paul A. Harris},
title = {Desiderata for computable representations of electronic health records-driven
phenotype algorithms},
journal = {J. Am. Medical Informatics Assoc.},
volume = {22},
number = {6},
pages = {1220--1230},
year = {2015},
url = {https://doi.org/10.1093/jamia/ocv112},
doi = {10.1093/JAMIA/OCV112},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jamia/MoTRPJKZXMCLMNW15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jamia/ShirtsSACGHJPST15,
author = {Brian H. Shirts and
Joseph S. Salama and
Samuel J. Aronson and
Wendy K. Chung and
Stacy W. Gray and
Lucia A. Hindorff and
Gail P. Jarvik and
Sharon E. Plon and
Elena M. Stoffel and
Peter Tarczy{-}Hornoch and
Eliezer M. Van Allen and
Karen E. Weck and
Christopher G. Chute and
Robert R. Freimuth and
Robert Grundmeier and
Andrea L. Hartzler and
Rongling Li and
Peggy L. Peissig and
Josh F. Peterson and
Luke V. Rasmussen and
Justin B. Starren and
Marc S. Williams and
Casey Lynnette Overby},
title = {{CSER} and eMERGE: current and potential state of the display of genetic
information in the electronic health record},
journal = {J. Am. Medical Informatics Assoc.},
volume = {22},
number = {6},
pages = {1231--1242},
year = {2015},
url = {https://doi.org/10.1093/jamia/ocv065},
doi = {10.1093/JAMIA/OCV065},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jamia/ShirtsSACGHJPST15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/amia/JooPATCDPLPNRHK15,
author = {Yoonjung Y. Joo and
Jennifer A. Pacheco and
Loren L. Armstrong and
William K. Thompson and
Robert J. Carroll and
Joshua C. Denny and
Peggy L. Peissig and
James G. Linneman and
Jyotishman Pathak and
Girish N. Nadkarni and
Laura Rasmussen{-}Torvik and
M. Geoffrey Hayes and
Abel N. Kho},
title = {A Genome- and Phenome- Wide Study of Diverticulosis},
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/f001-1.2745947/2248731-1.2746122/2242603-1.2746119},
timestamp = {Wed, 17 Apr 2024 11:47:40 +0200},
biburl = {https://dblp.org/rec/conf/amia/JooPATCDPLPNRHK15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/sp/15/DavisCPCP15,
author = {Jesse Davis and
V{\'{\i}}tor Santos Costa and
Peggy L. Peissig and
Michael Caldwell and
David Page},
editor = {Arjen Hommersom and
Peter J. F. Lucas},
title = {Predicting Adverse Drug Events from Electronic Medical Records},
booktitle = {Foundations of Biomedical Knowledge Representation - Methods and Applications},
series = {Lecture Notes in Computer Science},
volume = {9521},
pages = {243--257},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-28007-3\_16},
doi = {10.1007/978-3-319-28007-3\_16},
timestamp = {Sat, 30 Sep 2023 09:32:43 +0200},
biburl = {https://dblp.org/rec/books/sp/15/DavisCPCP15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jbi/RasmussenTPKCPPTDS14,
author = {Luke V. Rasmussen and
William K. Thompson and
Jennifer A. Pacheco and
Abel N. Kho and
David Carrell and
Jyotishman Pathak and
Peggy L. Peissig and
Gerard Tromp and
Joshua C. Denny and
Justin B. Starren},
title = {Design patterns for the development of electronic health record-driven
phenotype extraction algorithms},
journal = {J. Biomed. Informatics},
volume = {51},
pages = {280--286},
year = {2014},
url = {https://doi.org/10.1016/j.jbi.2014.06.007},
doi = {10.1016/J.JBI.2014.06.007},
timestamp = {Tue, 16 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jbi/RasmussenTPKCPPTDS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jbi/PeissigCCRBMP14,
author = {Peggy L. Peissig and
V{\'{\i}}tor Santos Costa and
Michael Caldwell and
Carla Rottscheit and
Richard L. Berg and
Eneida A. Mendon{\c{c}}a and
David Page},
title = {Relational machine learning for electronic health record-driven phenotyping},
journal = {J. Biomed. Informatics},
volume = {52},
pages = {260--270},
year = {2014},
url = {https://doi.org/10.1016/j.jbi.2014.07.007},
doi = {10.1016/J.JBI.2014.07.007},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jbi/PeissigCCRBMP14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/amia/NadkarniGLCBFLE14,
author = {Girish N. Nadkarni and
Omri Gottesman and
James G. Linneman and
Herbert S. Chase and
Richard L. Berg and
Samira Farouk and
Vaneet Lotay and
Stephen B. Ellis and
George Hripcsak and
Peggy L. Peissig and
Chunhua Weng and
Rajiv Nadukuru and
Erwin P. Bottinger},
title = {Development and validation of an electronic phenotyping algorithm
for chronic kidney disease},
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-004-1.1544972/f-004-1.1544973/a-189-1.1545106/a-190-1.1545103},
timestamp = {Wed, 17 Apr 2024 11:47:48 +0200},
biburl = {https://dblp.org/rec/conf/amia/NadkarniGLCBFLE14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/amia/WuLPPMOB14,
author = {Yirong Wu and
Jie Liu and
David Page and
Peggy L. Peissig and
Catherine A. McCarty and
Adedayo A. Onitilo and
Elizabeth S. Burnside},
title = {Comparing the Value of Mammographic Features and Genetic Variants
in Breast Cancer Risk Prediction},
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-004-1.1544972/f-004-1.1544973/a-225-1.1544998/a-226-1.1544995},
timestamp = {Wed, 17 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/amia/WuLPPMOB14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/evoW/VermaPCWBMR14,
author = {Shefali S. Verma and
Peggy L. Peissig and
Deanna S. Cross and
Carol Waudby and
Murray H. Brilliant and
Catherine A. McCarty and
Marylyn D. Ritchie},
editor = {Anna Isabel Esparcia{-}Alc{\'{a}}zar and
Antonio Miguel Mora},
title = {Benefits of Accurate Imputations in {GWAS}},
booktitle = {Applications of Evolutionary Computation - 17th European Conference,
EvoApplications 2014, Granada, Spain, April 23-25, 2014, Revised Selected
Papers},
series = {Lecture Notes in Computer Science},
volume = {8602},
pages = {877--889},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-662-45523-4\_71},
doi = {10.1007/978-3-662-45523-4\_71},
timestamp = {Tue, 14 May 2019 10:00:37 +0200},
biburl = {https://dblp.org/rec/conf/evoW/VermaPCWBMR14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/amia/LiuPNSPMOB13,
author = {Jie Liu and
David Page and
Houssam Nassif and
Jude W. Shavlik and
Peggy L. Peissig and
Catherine A. McCarty and
Adedayo A. Onitilo and
Elizabeth S. Burnside},
title = {Genetic Variants Improve Breast Cancer Risk Prediction on Mammograms},
booktitle = {{AMIA} 2013, American Medical Informatics Association Annual Symposium,
Washington, DC, USA, November 16-20, 2013},
publisher = {{AMIA}},
year = {2013},
url = {https://knowledge.amia.org/amia-55142-a2013e-1.580047/t-05-1.583941/f-005-1.583942/a-286-1.584110/a-311-1.584105},
timestamp = {Wed, 17 Apr 2024 11:47:55 +0200},
biburl = {https://dblp.org/rec/conf/amia/LiuPNSPMOB13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/aim/WeissNPMP12,
author = {Jeremy C. Weiss and
Sriraam Natarajan and
Peggy L. Peissig and
Catherine A. McCarty and
David Page},
title = {Machine Learning for Personalized Medicine: Predicting Primary Myocardial
Infarction from Electronic Health Records},
journal = {{AI} Mag.},
volume = {33},
number = {4},
pages = {33--45},
year = {2012},
url = {https://doi.org/10.1609/aimag.v33i4.2438},
doi = {10.1609/AIMAG.V33I4.2438},
timestamp = {Tue, 25 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/aim/WeissNPMP12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jamia/KhoHRPTADPMWBCLJCCNWCL12,
author = {Abel N. Kho and
M. Geoffrey Hayes and
Laura Rasmussen{-}Torvik and
Jennifer A. Pacheco and
William K. Thompson and
Loren L. Armstrong and
Joshua C. Denny and
Peggy L. Peissig and
Aaron W. Miller and
Wei{-}Qi Wei and
Suzette J. Bielinski and
Christopher G. Chute and
Cynthia L. Leibson and
Gail P. Jarvik and
David R. Crosslin and
Christopher S. Carlson and
Katherine M. Newton and
Wendy A. Wolf and
Rex L. Chisholm and
William L. Lowe},
title = {Use of diverse electronic medical record systems to identify genetic
risk for type 2 diabetes within a genome-wide association study},
journal = {J. Am. Medical Informatics Assoc.},
volume = {19},
number = {2},
pages = {212--218},
year = {2012},
url = {https://doi.org/10.1136/amiajnl-2011-000439},
doi = {10.1136/AMIAJNL-2011-000439},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jamia/KhoHRPTADPMWBCLJCCNWCL12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jamia/PeissigRBLMWCDWPCKS12,
author = {Peggy L. Peissig and
Luke V. Rasmussen and
Richard L. Berg and
James G. Linneman and
Catherine A. McCarty and
Carol Waudby and
Lin Chen and
Joshua C. Denny and
Russell A. Wilke and
Jyotishman Pathak and
David Carrell and
Abel N. Kho and
Justin B. Starren},
title = {Importance of multi-modal approaches to effectively identify cataract
cases from electronic health records},
journal = {J. Am. Medical Informatics Assoc.},
volume = {19},
number = {2},
pages = {225--234},
year = {2012},
url = {https://doi.org/10.1136/amiajnl-2011-000456},
doi = {10.1136/AMIAJNL-2011-000456},
timestamp = {Mon, 11 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jamia/PeissigRBLMWCDWPCKS12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jamia/RasmussenPMS12,
author = {Luke V. Rasmussen and
Peggy L. Peissig and
Catherine A. McCarty and
Justin Starren},
title = {Development of an optical character recognition pipeline for handwritten
form fields from an electronic health record},
journal = {J. Am. Medical Informatics Assoc.},
volume = {19},
number = {e1},
year = {2012},
url = {https://doi.org/10.1136/amiajnl-2011-000182},
doi = {10.1136/AMIAJNL-2011-000182},
timestamp = {Mon, 11 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jamia/RasmussenPMS12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/PageCNBPC12,
author = {David Page and
V{\'{\i}}tor Santos Costa and
Sriraam Natarajan and
Aubrey Barnard and
Peggy L. Peissig and
Michael Caldwell},
editor = {J{\"{o}}rg Hoffmann and
Bart Selman},
title = {Identifying Adverse Drug Events by Relational Learning},
booktitle = {Proceedings of the Twenty-Sixth {AAAI} Conference on Artificial Intelligence,
July 22-26, 2012, Toronto, Ontario, Canada},
pages = {1599--1605},
publisher = {{AAAI} Press},
year = {2012},
url = {https://doi.org/10.1609/aaai.v26i1.8332},
doi = {10.1609/AAAI.V26I1.8332},
timestamp = {Mon, 04 Sep 2023 15:56:47 +0200},
biburl = {https://dblp.org/rec/conf/aaai/PageCNBPC12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/amia/CarrollLEBCPPCKLMJCCLMK12,
author = {Robert J. Carroll and
Katherine P. Liao and
Anne E. Eyler and
Lisa Bastarache and
Dana C. Crawford and
Peggy L. Peissig and
Jyotishman Pathak and
David Carrell and
Abel N. Kho and
Rongling Li and
Daniel R. Masys and
Gail P. Jarvik and
Christopher G. Chute and
Rex L. Chisholm and
Eric B. Larson and
Catherine A. McCarty and
Iftikhar J. Kullo},
title = {Using PheWAS to Assess Pleiotropy of Genetic Risk Scores for Rheumatoid
Arthritis and Coronary Artery Disease in the eMERGE Network},
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-224-1.640544/a-225-1.640540},
timestamp = {Wed, 17 Apr 2024 11:48:03 +0200},
biburl = {https://dblp.org/rec/conf/amia/CarrollLEBCPPCKLMJCCLMK12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/amia/KawalerCPCYC12,
author = {Emily Kawaler and
Alexander G. Cobian and
Peggy L. Peissig and
Deanna S. Cross and
Steven Yale and
Mark W. Craven},
title = {Learning to Predict Post-Hospitalization {VTE} Risk from {EHR} Data},
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-052-1.641078/a-053-1.641075},
timestamp = {Wed, 17 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/amia/KawalerCPCYC12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/amia/ThompsonRPPDKMP12,
author = {William K. Thompson and
Luke V. Rasmussen and
Jennifer A. Pacheco and
Peggy L. Peissig and
Joshua C. Denny and
Abel N. Kho and
Aaron W. Miller and
Jyotishman Pathak},
title = {An Evaluation of the {NQF} Quality Data Model for Representing Electronic
Health Record Driven Phenotyping Algorithms},
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-104-1.640918/a-105-1.640915},
timestamp = {Wed, 17 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/amia/ThompsonRPPDKMP12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iaai/WeissNPMP12,
author = {Jeremy C. Weiss and
Sriraam Natarajan and
Peggy L. Peissig and
Catherine A. McCarty and
David Page},
editor = {Markus P. J. Fromherz and
Hector Mu{\~{n}}oz{-}Avila},
title = {Statistical Relational Learning to Predict Primary Myocardial Infarction
from Electronic Health Records},
booktitle = {Proceedings of the Twenty-Fourth Conference on Innovative Applications
of Artificial Intelligence, July 22-26, 2012, Toronto, Ontario, Canada},
pages = {2341--2347},
publisher = {{AAAI}},
year = {2012},
url = {https://doi.org/10.1609/aaai.v26i2.18981},
doi = {10.1609/AAAI.V26I2.18981},
timestamp = {Tue, 05 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iaai/WeissNPMP12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/DavisCBPPC12,
author = {Jesse Davis and
V{\'{\i}}tor Santos Costa and
Elizabeth Berg and
David Page and
Peggy L. Peissig and
Michael Caldwell},
title = {Demand-Driven Clustering in Relational Domains for Predicting Adverse
Drug Events},
booktitle = {Proceedings of the 29th International Conference on Machine Learning,
{ICML} 2012, Edinburgh, Scotland, UK, June 26 - July 1, 2012},
publisher = {icml.cc / Omnipress},
year = {2012},
url = {http://icml.cc/2012/papers/644.pdf},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/DavisCBPPC12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/LiuZMPBP12,
author = {Jie Liu and
Chunming Zhang and
Catherine A. McCarty and
Peggy L. Peissig and
Elizabeth S. Burnside and
David Page},
editor = {Nando de Freitas and
Kevin P. Murphy},
title = {Graphical-model Based Multiple Testing under Dependence, with Applications
to Genome-wide Association Studies},
booktitle = {Proceedings of the Twenty-Eighth Conference on Uncertainty in Artificial
Intelligence, Catalina Island, CA, USA, August 14-18, 2012},
pages = {511--522},
publisher = {{AUAI} Press},
year = {2012},
url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&\#38;smnu=2\&\#38;article\_id=2315\&\#38;proceeding\_id=28},
timestamp = {Mon, 23 Nov 2020 08:36:48 +0100},
biburl = {https://dblp.org/rec/conf/uai/LiuZMPBP12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/LiuZMPBP12,
author = {Jie Liu and
Chunming Zhang and
Catherine A. McCarty and
Peggy L. Peissig and
Elizabeth S. Burnside and
David Page},
editor = {Neil D. Lawrence and
Mark A. Girolami},
title = {High-Dimensional Structured Feature Screening Using Binary Markov
Random Fields},
booktitle = {Proceedings of the Fifteenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2012, La Palma, Canary Islands,
Spain, April 21-23, 2012},
series = {{JMLR} Proceedings},
volume = {22},
pages = {712--721},
publisher = {JMLR.org},
year = {2012},
url = {http://proceedings.mlr.press/v22/liu12b.html},
timestamp = {Wed, 29 May 2019 08:41:44 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/LiuZMPBP12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1210-4868,
author = {Jie Liu and
Chunming Zhang and
Catherine A. McCarty and
Peggy L. Peissig and
Elizabeth S. Burnside and
David Page},
title = {Graphical-model Based Multiple Testing under Dependence, with Applications
to Genome-wide Association Studies},
journal = {CoRR},
volume = {abs/1210.4868},
year = {2012},
url = {http://arxiv.org/abs/1210.4868},
eprinttype = {arXiv},
eprint = {1210.4868},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1210-4868.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jbi/SchildcroutBPMRWCKCPKD10,
author = {Jonathan S. Schildcrout and
Melissa A. Basford and
Jill M. Pulley and
Daniel R. Masys and
Dan M. Roden and
Deede Wang and
Christopher G. Chute and
Iftikhar J. Kullo and
David Carrell and
Peggy L. Peissig and
Abel N. Kho and
Joshua C. Denny},
title = {An analytical approach to characterize morbidity profile dissimilarity
between distinct cohorts using electronic medical records},
journal = {J. Biomed. Informatics},
volume = {43},
number = {6},
pages = {914--923},
year = {2010},
url = {https://doi.org/10.1016/j.jbi.2010.07.011},
doi = {10.1016/J.JBI.2010.07.011},
timestamp = {Tue, 16 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jbi/SchildcroutBPMRWCKCPKD10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/psb/SirohiP05,
author = {E. Sirohi and
Peggy L. Peissig},
editor = {Russ B. Altman and
Tiffany A. Jung and
Teri E. Klein and
A. Keith Dunker and
Lawrence Hunter},
title = {Study of Effect of Drug Lexicons on Medication Extraction from Electronic
Medical Records},
booktitle = {Biocomputing 2005, Proceedings of the Pacific Symposium, Hawaii, USA,
4-8 January 2005},
publisher = {World Scientific},
year = {2005},
url = {http://psb.stanford.edu/psb-online/proceedings/psb05/sirohi.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/psb/SirohiP05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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