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ORCIDBibTeX records: Parisa Rashidi
@article{DBLP:journals/artmed/NerellaBZCSBSSSBKR24,
author = {Subhash Nerella and
Sabyasachi Bandyopadhyay and
Jiaqing Zhang and
Miguel Contreras and
Scott Siegel and
Aysegul Bumin and
Brandon Silva and
Jessica Sena and
Benjamin Shickel and
Azra Bihorac and
Kia Khezeli and
Parisa Rashidi},
title = {Transformers and large language models in healthcare: {A} review},
journal = {Artif. Intell. Medicine},
volume = {154},
pages = {102900},
year = {2024},
url = {https://doi.org/10.1016/j.artmed.2024.102900},
doi = {10.1016/J.ARTMED.2024.102900},
timestamp = {Wed, 31 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/artmed/NerellaBZCSBSSSBKR24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2401-13588,
author = {Darren Liu and
Cheng Ding and
Delgersuren Bold and
Monique Bouvier and
Jiaying Lu and
Benjamin Shickel and
Craig S. Jabaley and
Wenhui Zhang and
Soojin Park and
Michael J. Young and
Mark S. Wainwright and
Gilles Clermont and
Parisa Rashidi and
Eric S. Rosenthal and
Laurie Dimisko and
Ran Xiao and
Joo Heung Yoon and
Carl Yang and
Xiao Hu},
title = {Evaluation of General Large Language Models in Contextually Assessing
Semantic Concepts Extracted from Adult Critical Care Electronic Health
Record Notes},
journal = {CoRR},
volume = {abs/2401.13588},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2401.13588},
doi = {10.48550/ARXIV.2401.13588},
eprinttype = {arXiv},
eprint = {2401.13588},
timestamp = {Thu, 15 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2401-13588.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-02258,
author = {Tingsong Xiao and
Zelin Xu and
Wenchong He and
Jim Su and
Yupu Zhang and
Raymond Opoku and
Ronald L. Ison and
Jason Petho and
Jiang Bian and
Patrick James Tighe and
Parisa Rashidi and
Zhe Jiang},
title = {XTSFormer: Cross-Temporal-Scale Transformer for Irregular Time Event
Prediction},
journal = {CoRR},
volume = {abs/2402.02258},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.02258},
doi = {10.48550/ARXIV.2402.02258},
eprinttype = {arXiv},
eprint = {2402.02258},
timestamp = {Tue, 13 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-02258.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-04209,
author = {Esra Adiyeke and
Yuanfang Ren and
Benjamin Shickel and
Matthew M. Ruppert and
Ziyuan Guan and
Sandra L. Kane{-}Gill and
Raghavan Murugan and
Nabihah Amatullah and
Britney A. Stottlemyer and
Tiffany L. Tran and
Dan Ricketts and
Christopher M. Horvat and
Parisa Rashidi and
Azra Bihorac and
Tezcan Ozrazgat{-}Baslanti},
title = {Acute kidney injury prediction for non-critical care patients: a retrospective
external and internal validation study},
journal = {CoRR},
volume = {abs/2402.04209},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.04209},
doi = {10.48550/ARXIV.2402.04209},
eprinttype = {arXiv},
eprint = {2402.04209},
timestamp = {Mon, 12 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-04209.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-01628,
author = {Hyewon Jeong and
Sarah Jabbour and
Yuzhe Yang and
Rahul Thapa and
Hussein Mozannar and
William Jongwon Han and
Nikita Mehandru and
Michael Wornow and
Vladislav Lialin and
Xin Liu and
Alejandro Lozano and
Jiacheng Zhu and
Rafal Dariusz Kocielnik and
Keith Harrigian and
Haoran Zhang and
Edward Lee and
Milos Vukadinovic and
Aparna Balagopalan and
Vincent Jeanselme and
Katherine Matton and
Ilker Demirel and
Jason A. Fries and
Parisa Rashidi and
Brett K. Beaulieu{-}Jones and
Xuhai Orson Xu and
Matthew B. A. McDermott and
Tristan Naumann and
Monica Agrawal and
Marinka Zitnik and
Berk Ustun and
Edward Choi and
Kristen Yeom and
Gamze G{\"{u}}rsoy and
Marzyeh Ghassemi and
Emma Pierson and
George H. Chen and
Sanjat Kanjilal and
Michael Oberst and
Linying Zhang and
Harvineet Singh and
Tom Hartvigsen and
Helen Zhou and
Chinasa T. Okolo},
title = {Recent Advances, Applications, and Open Challenges in Machine Learning
for Health: Reflections from Research Roundtables at {ML4H} 2023 Symposium},
journal = {CoRR},
volume = {abs/2403.01628},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.01628},
doi = {10.48550/ARXIV.2403.01628},
eprinttype = {arXiv},
eprint = {2403.01628},
timestamp = {Thu, 15 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-01628.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-04012,
author = {Yingbo Ma and
Suraj Kolla and
Dhruv Kaliraman and
Victoria Nolan and
Zhenhong Hu and
Ziyuan Guan and
Yuanfang Ren and
Brooke Armfield and
Tezcan Ozrazgat{-}Baslanti and
Tyler J. Loftus and
Parisa Rashidi and
Azra Bihorac and
Benjamin Shickel},
title = {Temporal Cross-Attention for Dynamic Embedding and Tokenization of
Multimodal Electronic Health Records},
journal = {CoRR},
volume = {abs/2403.04012},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.04012},
doi = {10.48550/ARXIV.2403.04012},
eprinttype = {arXiv},
eprint = {2403.04012},
timestamp = {Wed, 03 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-04012.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-06322,
author = {Scott Siegel and
Jiaqing Zhang and
Sabyasachi Bandyopadhyay and
Subhash Nerella and
Brandon Silva and
Tezcan Baslanti and
Azra Bihorac and
Parisa Rashidi},
title = {Leveraging Computer Vision in the Intensive Care Unit {(ICU)} for
Examining Visitation and Mobility},
journal = {CoRR},
volume = {abs/2403.06322},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.06322},
doi = {10.48550/ARXIV.2403.06322},
eprinttype = {arXiv},
eprint = {2403.06322},
timestamp = {Thu, 04 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-06322.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-07201,
author = {Brandon Silva and
Miguel Contreras and
Sabyasachi Bandyopadhyay and
Yuanfang Ren and
Ziyuan Guan and
Jeremy A. Balch and
Kia Khezeli and
Tezcan Ozrazgat{-}Baslanti and
Benjamin Shickel and
Azra Bihorac and
Parisa Rashidi},
title = {A multi-cohort study on prediction of acute brain dysfunction states
using selective state space models},
journal = {CoRR},
volume = {abs/2403.07201},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.07201},
doi = {10.48550/ARXIV.2403.07201},
eprinttype = {arXiv},
eprint = {2403.07201},
timestamp = {Thu, 04 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-07201.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2404-06641,
author = {Yonggi Park and
Yuanfang Ren and
Benjamin Shickel and
Ziyuan Guan and
Ayush Patela and
Yingbo Ma and
Zhenhong Hu and
Tyler J. Loftus and
Parisa Rashidi and
Tezcan Ozrazgat{-}Baslanti and
Azra Bihorac},
title = {Federated learning model for predicting major postoperative complications},
journal = {CoRR},
volume = {abs/2404.06641},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2404.06641},
doi = {10.48550/ARXIV.2404.06641},
eprinttype = {arXiv},
eprint = {2404.06641},
timestamp = {Thu, 16 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2404-06641.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2404-06723,
author = {Yingbo Ma and
Suraj Kolla and
Zhenhong Hu and
Dhruv Kaliraman and
Victoria Nolan and
Ziyuan Guan and
Yuanfang Ren and
Brooke Armfield and
Tezcan Ozrazgat{-}Baslanti and
Jeremy A. Balch and
Tyler J. Loftus and
Parisa Rashidi and
Azra Bihorac and
Benjamin Shickel},
title = {Global Contrastive Training for Multimodal Electronic Health Records
with Language Supervision},
journal = {CoRR},
volume = {abs/2404.06723},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2404.06723},
doi = {10.48550/ARXIV.2404.06723},
eprinttype = {arXiv},
eprint = {2404.06723},
timestamp = {Thu, 16 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2404-06723.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2404-16064,
author = {Yuanfang Ren and
Chirayu Tripathi and
Ziyuan Guan and
Ruilin Zhu and
Victoria Hougha and
Yingbo Ma and
Zhenhong Hu and
Jeremy A. Balch and
Tyler J. Loftus and
Parisa Rashidi and
Benjamin Shickel and
Tezcan Ozrazgat{-}Baslanti and
Azra Bihorac},
title = {Transparent {AI:} Developing an Explainable Interface for Predicting
Postoperative Complications},
journal = {CoRR},
volume = {abs/2404.16064},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2404.16064},
doi = {10.48550/ARXIV.2404.16064},
eprinttype = {arXiv},
eprint = {2404.16064},
timestamp = {Mon, 03 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2404-16064.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2407-18939,
author = {Yingbo Ma and
Yukyeong Song and
Jeremy A. Balch and
Yuanfang Ren and
Divya Vellanki and
Zhenhong Hu and
Meghan Brennan and
Suraj Kolla and
Ziyuan Guan and
Brooke Armfield and
Tezcan Ozrazgat{-}Baslanti and
Parisa Rashidi and
Tyler J. Loftus and
Azra Bihorac and
Benjamin Shickel},
title = {Promoting {AI} Competencies for Medical Students: {A} Scoping Review
on Frameworks, Programs, and Tools},
journal = {CoRR},
volume = {abs/2407.18939},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2407.18939},
doi = {10.48550/ARXIV.2407.18939},
eprinttype = {arXiv},
eprint = {2407.18939},
timestamp = {Sat, 24 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2407-18939.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bhi/ContrerasSSBGROKBR23,
author = {Miguel Contreras and
Brandon Silva and
Benjamin Shickel and
Sabyasachi Bandyopadhyay and
Ziyuan Guan and
Yuanfang Ren and
Tezcan Ozrazgat{-}Baslanti and
Kia Khezeli and
Azra Bihorac and
Parisa Rashidi},
title = {Dynamic Delirium Prediction in the Intensive Care Unit using Machine
Learning on Electronic Health Records},
booktitle = {{IEEE} {EMBS} International Conference on Biomedical and Health Informatics,
{BHI} 2023, Pittsburgh, PA, USA, October 15-18, 2023},
pages = {1--5},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/BHI58575.2023.10313445},
doi = {10.1109/BHI58575.2023.10313445},
timestamp = {Fri, 01 Dec 2023 14:30:09 +0100},
biburl = {https://dblp.org/rec/conf/bhi/ContrerasSSBGROKBR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bibm/SenaBMDGBOTBSR23,
author = {Jessica Sena and
Sabyasachi Bandyopadhyay and
Mohammad Tahsin Mostafiz and
Andrea Davidson and
Ziyuan Guan and
Jesimon Barreto and
Tezcan Ozrazgat{-}Baslanti and
Patrick James Tighe and
Azra Bihorac and
William Robson Schwartz and
Parisa Rashidi},
editor = {Xingpeng Jiang and
Haiying Wang and
Reda Alhajj and
Xiaohua Hu and
Felix Engel and
Mufti Mahmud and
Nadia Pisanti and
Xuefeng Cui and
Hong Song},
title = {Diurnal Pain Classification in Critically Ill Patients using Machine
Learning on Accelerometry and Analgesic Data},
booktitle = {{IEEE} International Conference on Bioinformatics and Biomedicine,
{BIBM} 2023, Istanbul, Turkiye, December 5-8, 2023},
pages = {2207--2212},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/BIBM58861.2023.10385764},
doi = {10.1109/BIBM58861.2023.10385764},
timestamp = {Thu, 14 Mar 2024 16:59:09 +0100},
biburl = {https://dblp.org/rec/conf/bibm/SenaBMDGBOTBSR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2303-05504,
author = {Yuanfang Ren and
Tyler J. Loftus and
Ziyuan Guan and
Rayon Uddin and
Benjamin Shickel and
Carolina B. Maciel and
Katharina Busl and
Parisa Rashidi and
Azra Bihorac and
Tezcan Ozrazgat{-}Baslanti},
title = {Computable Phenotypes to Characterize Changing Patient Brain Dysfunction
in the Intensive Care Unit},
journal = {CoRR},
volume = {abs/2303.05504},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2303.05504},
doi = {10.48550/ARXIV.2303.05504},
eprinttype = {arXiv},
eprint = {2303.05504},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2303-05504.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2303-06071,
author = {Esra Adiyeke and
Yuanfang Ren and
Ziyuan Guan and
Matthew M. Ruppert and
Parisa Rashidi and
Azra Bihorac and
Tezcan Ozrazgat{-}Baslanti},
title = {Clinical Courses of Acute Kidney Injury in Hospitalized Patients:
{A} Multistate Analysis},
journal = {CoRR},
volume = {abs/2303.06071},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2303.06071},
doi = {10.48550/ARXIV.2303.06071},
eprinttype = {arXiv},
eprint = {2303.06071},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2303-06071.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2303-06252,
author = {Subhash Nerella and
Ziyuan Guan and
Scott Siegel and
Jiaqing Zhang and
Kia Khezeli and
Azra Bihorac and
Parisa Rashidi},
title = {AI-Enhanced Intensive Care Unit: Revolutionizing Patient Care with
Pervasive Sensing},
journal = {CoRR},
volume = {abs/2303.06252},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2303.06252},
doi = {10.48550/ARXIV.2303.06252},
eprinttype = {arXiv},
eprint = {2303.06252},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2303-06252.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2303-06253,
author = {Sabyasachi Bandyopadhyay and
Ahna Cecil and
Jessica Sena and
Andrea Davidson and
Ziyuan Guan and
Subhash Nerella and
Jiaqing Zhang and
Kia Khezeli and
Brooke Armfield and
Azra Bihorac and
Parisa Rashidi},
title = {Predicting risk of delirium from ambient noise and light information
in the {ICU}},
journal = {CoRR},
volume = {abs/2303.06253},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2303.06253},
doi = {10.48550/ARXIV.2303.06253},
eprinttype = {arXiv},
eprint = {2303.06253},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2303-06253.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2303-07305,
author = {Brandon Silva and
Miguel Contreras and
Tezcan Ozrazgat{-}Baslanti and
Yuanfang Ren and
Ziyuan Guan and
Kia Khezeli and
Azra Bihorac and
Parisa Rashidi},
title = {Transformer Models for Acute Brain Dysfunction Prediction},
journal = {CoRR},
volume = {abs/2303.07305},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2303.07305},
doi = {10.48550/ARXIV.2303.07305},
eprinttype = {arXiv},
eprint = {2303.07305},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2303-07305.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2307-00067,
author = {Subhash Nerella and
Sabyasachi Bandyopadhyay and
Jiaqing Zhang and
Miguel Contreras and
Scott Siegel and
Aysegul Bumin and
Brandon Silva and
Jessica Sena and
Benjamin Shickel and
Azra Bihorac and
Kia Khezeli and
Parisa Rashidi},
title = {Transformers in Healthcare: {A} Survey},
journal = {CoRR},
volume = {abs/2307.00067},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2307.00067},
doi = {10.48550/ARXIV.2307.00067},
eprinttype = {arXiv},
eprint = {2307.00067},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2307-00067.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2307-15719,
author = {Yuanfang Ren and
Yanjun Li and
Tyler J. Loftus and
Jeremy A. Balch and
Kenneth L. Abbott and
Shounak Datta and
Matthew M. Ruppert and
Ziyuan Guan and
Benjamin Shickel and
Parisa Rashidi and
Tezcan Ozrazgat{-}Baslanti and
Azra Bihorac},
title = {Identifying acute illness phenotypes via deep temporal interpolation
and clustering network on physiologic signatures},
journal = {CoRR},
volume = {abs/2307.15719},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2307.15719},
doi = {10.48550/ARXIV.2307.15719},
eprinttype = {arXiv},
eprint = {2307.15719},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2307-15719.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2311-00565,
author = {Subhash Nerella and
Ziyuan Guan and
Andrea Davidson and
Yuanfang Ren and
Tezcan Baslanti and
Brooke Armfield and
Patrick James Tighe and
Azra Bihorac and
Parisa Rashidi},
title = {Detecting Visual Cues in the Intensive Care Unit and Association with
Patient Clinical Status},
journal = {CoRR},
volume = {abs/2311.00565},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2311.00565},
doi = {10.48550/ARXIV.2311.00565},
eprinttype = {arXiv},
eprint = {2311.00565},
timestamp = {Tue, 07 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2311-00565.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2311-02026,
author = {Miguel Contreras and
Brandon Silva and
Benjamin Shickel and
Tezcan Ozrazgat{-}Baslanti and
Yuanfang Ren and
Ziyuan Guan and
Sabyasachi Bandyopadhyay and
Kia Khezeli and
Azra Bihorac and
Parisa Rashidi},
title = {{APRICOT:} Acuity Prediction in Intensive Care Unit {(ICU):} Predicting
Stability, Transitions, and Life-Sustaining Therapies},
journal = {CoRR},
volume = {abs/2311.02026},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2311.02026},
doi = {10.48550/ARXIV.2311.02026},
eprinttype = {arXiv},
eprint = {2311.02026},
timestamp = {Tue, 07 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2311-02026.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2311-02251,
author = {Jessica Sena and
Mohammad Tahsin Mostafiz and
Jiaqing Zhang and
Andrea Davidson and
Sabyasachi Bandyopadhyay and
Yuanfang Ren and
Tezcan Ozrazgat{-}Baslanti and
Benjamin Shickel and
Tyler J. Loftus and
William Robson Schwartz and
Azra Bihorac and
Parisa Rashidi},
title = {The Potential of Wearable Sensors for Assessing Patient Acuity in
Intensive Care Unit {(ICU)}},
journal = {CoRR},
volume = {abs/2311.02251},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2311.02251},
doi = {10.48550/ARXIV.2311.02251},
eprinttype = {arXiv},
eprint = {2311.02251},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2311-02251.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/air/GuptaGPJRS22,
author = {Neha Gupta and
Suneet K. Gupta and
Rajesh K. Pathak and
Vanita Jain and
Parisa Rashidi and
Jasjit S. Suri},
title = {Human activity recognition in artificial intelligence framework: a
narrative review},
journal = {Artif. Intell. Rev.},
volume = {55},
number = {6},
pages = {4755--4808},
year = {2022},
url = {https://doi.org/10.1007/s10462-021-10116-x},
doi = {10.1007/S10462-021-10116-X},
timestamp = {Tue, 16 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/air/GuptaGPJRS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdgth/DavoudiSIHRPT22,
author = {Anis Davoudi and
Ruba Sajdeya and
Ron Ison and
Jennifer Hagen and
Parisa Rashidi and
Catherine C. Price and
Patrick James Tighe},
title = {Fairness in the prediction of acute postoperative pain using machine
learning models},
journal = {Frontiers Digit. Health},
volume = {4},
year = {2022},
url = {https://doi.org/10.3389/fdgth.2022.970281},
doi = {10.3389/FDGTH.2022.970281},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/fdgth/DavoudiSIHRPT22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdgth/DavoudiSTBR22,
author = {Anis Davoudi and
Benjamin Shickel and
Patrick James Tighe and
Azra Bihorac and
Parisa Rashidi},
title = {Potentials and Challenges of Pervasive Sensing in the Intensive Care
Unit},
journal = {Frontiers Digit. Health},
volume = {4},
pages = {773387},
year = {2022},
url = {https://doi.org/10.3389/fdgth.2022.773387},
doi = {10.3389/FDGTH.2022.773387},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/fdgth/DavoudiSTBR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdgth/ShickelSORKGTBR22,
author = {Benjamin Shickel and
Brandon Silva and
Tezcan Ozrazgat{-}Baslanti and
Yuanfang Ren and
Kia Khezeli and
Ziyuan Guan and
Patrick James Tighe and
Azra Bihorac and
Parisa Rashidi},
title = {Multi-dimensional patient acuity estimation with longitudinal {EHR}
tokenization and flexible transformer networks},
journal = {Frontiers Digit. Health},
volume = {4},
year = {2022},
url = {https://doi.org/10.3389/fdgth.2022.1029191},
doi = {10.3389/FDGTH.2022.1029191},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/fdgth/ShickelSORKGTBR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/frai/LoftusSBTAFARORBHEMRUB22,
author = {Tyler J. Loftus and
Benjamin Shickel and
Jeremy A. Balch and
Patrick James Tighe and
Kenneth L. Abbott and
Brian Fazzone and
Erik M. Anderson and
Jared Rozowsky and
Tezcan Ozrazgat{-}Baslanti and
Yuanfang Ren and
Scott A. Berceli and
William R. Hogan and
Philip A. Efron and
J. Randall Moorman and
Parisa Rashidi and
Gilbert R. Upchurch Jr. and
Azra Bihorac},
title = {Phenotype clustering in health care: {A} narrative review for clinicians},
journal = {Frontiers Artif. Intell.},
volume = {5},
year = {2022},
url = {https://doi.org/10.3389/frai.2022.842306},
doi = {10.3389/FRAI.2022.842306},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/frai/LoftusSBTAFARORBHEMRUB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2208-05050,
author = {Mizuki Miyatake and
Subhash Nerella and
David Simpson and
Natalia Pawlowicz and
Sarah Stern and
Patrick James Tighe and
Parisa Rashidi},
title = {Automatic Ultrasound Image Segmentation of Supraclavicular Nerve Using
Dilated U-Net Deep Learning Architecture},
journal = {CoRR},
volume = {abs/2208.05050},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2208.05050},
doi = {10.48550/ARXIV.2208.05050},
eprinttype = {arXiv},
eprint = {2208.05050},
timestamp = {Wed, 17 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2208-05050.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-06570,
author = {Subhash Nerella and
Kia Khezeli and
Andrea Davidson and
Patrick James Tighe and
Azra Bihorac and
Parisa Rashidi},
title = {End-to-End Machine Learning Framework for Facial {AU} Detection in
Intensive Care Units},
journal = {CoRR},
volume = {abs/2211.06570},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2211.06570},
doi = {10.48550/ARXIV.2211.06570},
eprinttype = {arXiv},
eprint = {2211.06570},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2211-06570.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdgth/ShickelDORBR21,
author = {Benjamin Shickel and
Anis Davoudi and
Tezcan Ozrazgat{-}Baslanti and
Matthew Ruppert and
Azra Bihorac and
Parisa Rashidi},
title = {Deep Multi-Modal Transfer Learning for Augmented Patient Acuity Assessment
in the Intelligent {ICU}},
journal = {Frontiers Digit. Health},
volume = {3},
pages = {640685},
year = {2021},
url = {https://doi.org/10.3389/fdgth.2021.640685},
doi = {10.3389/FDGTH.2021.640685},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/fdgth/ShickelDORBR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdgth/GiordanoBMRMT21,
author = {Chris Giordano and
Meghan Brennan and
Basma Mohamed and
Parisa Rashidi and
Fran{\c{c}}ois Modave and
Patrick James Tighe},
title = {Accessing Artificial Intelligence for Clinical Decision-Making},
journal = {Frontiers Digit. Health},
volume = {3},
pages = {645232},
year = {2021},
url = {https://doi.org/10.3389/fdgth.2021.645232},
doi = {10.3389/FDGTH.2021.645232},
timestamp = {Tue, 14 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fdgth/GiordanoBMRMT21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/compsac/NerellaCRTBR21,
author = {Subhash Nerella and
Julie Cupka and
Matthew Ruppert and
Patrick James Tighe and
Azra Bihorac and
Parisa Rashidi},
title = {Pain Action Unit Detection in Critically Ill Patients},
booktitle = {{IEEE} 45th Annual Computers, Software, and Applications Conference,
{COMPSAC} 2021, Madrid, Spain, July 12-16, 2021},
pages = {645--651},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/COMPSAC51774.2021.00094},
doi = {10.1109/COMPSAC51774.2021.00094},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/compsac/NerellaCRTBR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ic3/KarnatiZMRRTAMR21,
author = {Yashaswi Karnati and
Ruben Zapata and
Matthew J. McConnell and
Rohith R. K. Reddy and
Varun Reddy Regalla and
Aseem Thakkar and
Jordan Alpert and
Tonatiuh Mendoza and
Parisa Rashidi and
Mamoun T. Mardini and
Michael Marsiske and
Thomas M. Gill and
Todd M. Manini and
Sanjay Ranka},
title = {{ROAMM:} {A} customizable and interactive smartwatch platform for
patient-generated health data},
booktitle = {{IC3} 2021: Thirteenth International Conference on Contemporary Computing,
Noida, India, August 5 - 7, 2021},
pages = {150--158},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3474124.3474144},
doi = {10.1145/3474124.3474144},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ic3/KarnatiZMRRTAMR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-02768,
author = {Anis Davoudi and
Patrick James Tighe and
Azra Bihorac and
Parisa Rashidi},
title = {Posture Recognition in the Critical Care Settings using Wearable Devices},
journal = {CoRR},
volume = {abs/2110.02768},
year = {2021},
url = {https://arxiv.org/abs/2110.02768},
eprinttype = {arXiv},
eprint = {2110.02768},
timestamp = {Tue, 14 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2110-02768.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2111-05431,
author = {Benjamin Shickel and
Patrick James Tighe and
Azra Bihorac and
Parisa Rashidi},
title = {Multi-Task Prediction of Clinical Outcomes in the Intensive Care Unit
using Flexible Multimodal Transformers},
journal = {CoRR},
volume = {abs/2111.05431},
year = {2021},
url = {https://arxiv.org/abs/2111.05431},
eprinttype = {arXiv},
eprint = {2111.05431},
timestamp = {Tue, 14 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2111-05431.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/DemroziPBR20,
author = {Florenc Demrozi and
Graziano Pravadelli and
Azra Bihorac and
Parisa Rashidi},
title = {Human Activity Recognition Using Inertial, Physiological and Environmental
Sensors: {A} Comprehensive Survey},
journal = {{IEEE} Access},
volume = {8},
pages = {210816--210836},
year = {2020},
url = {https://doi.org/10.1109/ACCESS.2020.3037715},
doi = {10.1109/ACCESS.2020.3037715},
timestamp = {Tue, 01 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/access/DemroziPBR20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/npjdm/AlpertMRKMSR20,
author = {Jordan Alpert and
Todd M. Manini and
Megan Roberts and
Naga S. Prabhakar Kota and
Tonatiuh Mendoza and
Laurence M. Solberg and
Parisa Rashidi},
title = {Secondary care provider attitudes towards patient generated health
data from smartwatches},
journal = {npj Digit. Medicine},
volume = {3},
year = {2020},
url = {https://doi.org/10.1038/s41746-020-0236-4},
doi = {10.1038/S41746-020-0236-4},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/npjdm/AlpertMRKMSR20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bibe/ShickelHBR20,
author = {Benjamin Shickel and
Martin Heesacker and
Sherry Benton and
Parisa Rashidi},
title = {Automated Emotional Valence Prediction in Mental Health Text via Deep
Transfer Learning},
booktitle = {20th {IEEE} International Conference on Bioinformatics and Bioengineering,
{BIBE} 2020, Cincinnati, OH, USA, October 26-28, 2020},
pages = {269--274},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/BIBE50027.2020.00051},
doi = {10.1109/BIBE50027.2020.00051},
timestamp = {Fri, 08 Jan 2021 16:29:47 +0100},
biburl = {https://dblp.org/rec/conf/bibe/ShickelHBR20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bibe/ShickelSHBR20,
author = {Benjamin Shickel and
Scott Siegel and
Martin Heesacker and
Sherry Benton and
Parisa Rashidi},
title = {Automatic Detection and Classification of Cognitive Distortions in
Mental Health Text},
booktitle = {20th {IEEE} International Conference on Bioinformatics and Bioengineering,
{BIBE} 2020, Cincinnati, OH, USA, October 26-28, 2020},
pages = {275--280},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/BIBE50027.2020.00052},
doi = {10.1109/BIBE50027.2020.00052},
timestamp = {Fri, 08 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bibe/ShickelSHBR20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/embc/DemroziPTBR20,
author = {Florenc Demrozi and
Graziano Pravadelli and
Patrick James Tighe and
Azra Bihorac and
Parisa Rashidi},
title = {Joint Distribution and Transitions of Pain and Activity in Critically
Ill Patients},
booktitle = {42nd Annual International Conference of the {IEEE} Engineering in
Medicine {\&} Biology Society, {EMBC} 2020, Montreal, QC, Canada,
July 20-24, 2020},
pages = {4534--4538},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/EMBC44109.2020.9176453},
doi = {10.1109/EMBC44109.2020.9176453},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/embc/DemroziPTBR20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/embc/IyengarBR20,
author = {Vasundhra Iyengar and
Azra Bihorac and
Parisa Rashidi},
title = {Automated Detection of Rest Disruptions in Critically Ill Patients},
booktitle = {42nd Annual International Conference of the {IEEE} Engineering in
Medicine {\&} Biology Society, {EMBC} 2020, Montreal, QC, Canada,
July 20-24, 2020},
pages = {5450--5454},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/EMBC44109.2020.9175252},
doi = {10.1109/EMBC44109.2020.9175252},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/embc/IyengarBR20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/embc/DavoudiDALTPR20,
author = {Anis Davoudi and
Catherine Dion and
Shawna Amini and
David J. Libon and
Patrick James Tighe and
Catherine C. Price and
Parisa Rashidi},
title = {Phenotyping Cognitive Impairment using Graphomotor and Latency Features
in Digital Clock Drawing Test},
booktitle = {42nd Annual International Conference of the {IEEE} Engineering in
Medicine {\&} Biology Society, {EMBC} 2020, Montreal, QC, Canada,
July 20-24, 2020},
pages = {5657--5660},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/EMBC44109.2020.9176469},
doi = {10.1109/EMBC44109.2020.9176469},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/embc/DavoudiDALTPR20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/embc/DavoudiOTBR20,
author = {Anis Davoudi and
Tezcan Ozrazgat{-}Baslanti and
Patrick James Tighe and
Azra Bihorac and
Parisa Rashidi},
title = {Pain and Physical Activity Association in Critically Ill Patients\({}^{\mbox{*}}\)},
booktitle = {42nd Annual International Conference of the {IEEE} Engineering in
Medicine {\&} Biology Society, {EMBC} 2020, Montreal, QC, Canada,
July 20-24, 2020},
pages = {5696--5699},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/EMBC44109.2020.9176227},
doi = {10.1109/EMBC44109.2020.9176227},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/embc/DavoudiOTBR20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2004-08821,
author = {Florenc Demrozi and
Graziano Pravadelli and
Azra Bihorac and
Parisa Rashidi},
title = {Human Activity Recognition using Inertial, Physiological and Environmental
Sensors: a Comprehensive Survey},
journal = {CoRR},
volume = {abs/2004.08821},
year = {2020},
url = {https://arxiv.org/abs/2004.08821},
eprinttype = {arXiv},
eprint = {2004.08821},
timestamp = {Thu, 23 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2004-08821.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2004-09134,
author = {Florenc Demrozi and
Graziano Pravadelli and
Patrick James Tighe and
Azra Bihorac and
Parisa Rashidi},
title = {Joint Distribution and Transitions of Pain and Activity in Critically
Ill Patients},
journal = {CoRR},
volume = {abs/2004.09134},
year = {2020},
url = {https://arxiv.org/abs/2004.09134},
eprinttype = {arXiv},
eprint = {2004.09134},
timestamp = {Tue, 14 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2004-09134.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2004-12524,
author = {Benjamin Shickel and
Parisa Rashidi},
title = {Sequential Interpretability: Methods, Applications, and Future Direction
for Understanding Deep Learning Models in the Context of Sequential
Data},
journal = {CoRR},
volume = {abs/2004.12524},
year = {2020},
url = {https://arxiv.org/abs/2004.12524},
eprinttype = {arXiv},
eprint = {2004.12524},
timestamp = {Wed, 29 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2004-12524.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2004-12551,
author = {Benjamin Shickel and
Tyler J. Loftus and
Shounak Datta and
Tezcan Ozrazgat{-}Baslanti and
Azra Bihorac and
Parisa Rashidi},
title = {Interpretable Multi-Task Deep Neural Networks for Dynamic Predictions
of Postoperative Complications},
journal = {CoRR},
volume = {abs/2004.12551},
year = {2020},
url = {https://arxiv.org/abs/2004.12551},
eprinttype = {arXiv},
eprint = {2004.12551},
timestamp = {Wed, 29 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2004-12551.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2004-13066,
author = {Yanjun Li and
Yuanfang Ren and
Tyler J. Loftus and
Shounak Datta and
Matthew Ruppert and
Ziyuan Guan and
Dapeng Oliver Wu and
Parisa Rashidi and
Tezcan Ozrazgat{-}Baslanti and
Azra Bihorac},
title = {Application of Deep Interpolation Network for Clustering of Physiologic
Time Series},
journal = {CoRR},
volume = {abs/2004.13066},
year = {2020},
url = {https://arxiv.org/abs/2004.13066},
eprinttype = {arXiv},
eprint = {2004.13066},
timestamp = {Tue, 24 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2004-13066.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2004-14952,
author = {Anis Davoudi and
Tezcan Ozrazgat{-}Baslanti and
Patrick James Tighe and
Azra Bihorac and
Parisa Rashidi},
title = {Pain and Physical Activity Association in Critically Ill Patients},
journal = {CoRR},
volume = {abs/2004.14952},
year = {2020},
url = {https://arxiv.org/abs/2004.14952},
eprinttype = {arXiv},
eprint = {2004.14952},
timestamp = {Tue, 14 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2004-14952.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2005-01798,
author = {Vasundhra Iyengar and
Azra Bihorac and
Parisa Rashidi},
title = {Automated Detection of Rest Disruptions in Critically Ill Patients},
journal = {CoRR},
volume = {abs/2005.01798},
year = {2020},
url = {https://arxiv.org/abs/2005.01798},
eprinttype = {arXiv},
eprint = {2005.01798},
timestamp = {Sun, 10 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2005-01798.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2005-02121,
author = {Subhash Nerella and
Azra Bihorac and
Patrick James Tighe and
Parisa Rashidi},
title = {Facial Action Unit Detection on {ICU} Data for Pain Assessment},
journal = {CoRR},
volume = {abs/2005.02121},
year = {2020},
url = {https://arxiv.org/abs/2005.02121},
eprinttype = {arXiv},
eprint = {2005.02121},
timestamp = {Tue, 14 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2005-02121.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2005-05163,
author = {Yuanfang Ren and
Tyler J. Loftus and
Rahul Sai Kasula and
Prudhvee Narasimha Sadha and
Parisa Rashidi and
Azra Bihorac and
Tezcan Ozrazgat{-}Baslanti},
title = {Development of Computable Phenotype to Identify and Characterize Transitions
in Acuity Status in Intensive Care Unit},
journal = {CoRR},
volume = {abs/2005.05163},
year = {2020},
url = {https://arxiv.org/abs/2005.05163},
eprinttype = {arXiv},
eprint = {2005.05163},
timestamp = {Thu, 14 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2005-05163.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/frai/LoftusUDRB19,
author = {Tyler J. Loftus and
Gilbert R. Upchurch Jr. and
Daniel Delitto and
Parisa Rashidi and
Azra Bihorac},
title = {Mysteries, Epistemological Modesty, and Artificial Intelligence in
Surgery},
journal = {Frontiers Artif. Intell.},
volume = {2},
pages = {32},
year = {2019},
url = {https://doi.org/10.3389/frai.2019.00032},
doi = {10.3389/FRAI.2019.00032},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/frai/LoftusUDRB19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jbi/KheirkhahanNDRW19,
author = {Matin Kheirkhahan and
Sanjay P. Nair and
Anis Davoudi and
Parisa Rashidi and
Amal A. Wanigatunga and
Duane B. Corbett and
Tonatiuh Mendoza and
Todd M. Manini and
Sanjay Ranka},
title = {A smartwatch-based framework for real-time and online assessment and
mobility monitoring},
journal = {J. Biomed. Informatics},
volume = {89},
pages = {29--40},
year = {2019},
url = {https://doi.org/10.1016/j.jbi.2018.11.003},
doi = {10.1016/J.JBI.2018.11.003},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jbi/KheirkhahanNDRW19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/snam/EbadiTZR19,
author = {Ashkan Ebadi and
Patrick James Tighe and
Lei Zhang and
Parisa Rashidi},
title = {A quest for the structure of intra- and postoperative surgical team
networks: does the small-world property evolve over time?},
journal = {Soc. Netw. Anal. Min.},
volume = {9},
number = {1},
pages = {7:1--7:20},
year = {2019},
url = {https://doi.org/10.1007/s13278-019-0550-5},
doi = {10.1007/S13278-019-0550-5},
timestamp = {Tue, 14 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/snam/EbadiTZR19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/segah/SuvajdzicBRRWOO19,
author = {Marko Suvajdzic and
Azra Bihorac and
Parisa Rashidi and
Matthew Ruppert and
Seth Williams and
Tezcan Ozrazgat{-}Baslanti and
Triton Ong and
Joel Appelbaum},
title = {Developing a Patient-Centered Virtual Reality Healthcare System To
Prevent the Onset of Delirium in {ICU} Patients},
booktitle = {7th {IEEE} International Conference on Serious Games and Applications
for Health, SeGAH 2019, Kyoto, Japan, August 5-7, 2019},
pages = {1--7},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/SeGAH.2019.8882442},
doi = {10.1109/SEGAH.2019.8882442},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/segah/SuvajdzicBRRWOO19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1906-11706,
author = {Triton Ong and
Matthew Ruppert and
Parisa Rashidi and
Tezcan Ozrazgat{-}Baslanti and
Marko Suvajdzic and
Azra Bihorac},
title = {The {DREAMS} Project: Improving the Intensive Care Patient Experience
with Virtual Reality},
journal = {CoRR},
volume = {abs/1906.11706},
year = {2019},
url = {http://arxiv.org/abs/1906.11706},
eprinttype = {arXiv},
eprint = {1906.11706},
timestamp = {Mon, 01 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1906-11706.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1909-07502,
author = {Benjamin Shickel and
Scott Siegel and
Martin Heesacker and
Sherry Benton and
Parisa Rashidi},
title = {Automatic Detection and Classification of Cognitive Distortions in
Mental Health Text},
journal = {CoRR},
volume = {abs/1909.07502},
year = {2019},
url = {http://arxiv.org/abs/1909.07502},
eprinttype = {arXiv},
eprint = {1909.07502},
timestamp = {Mon, 23 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1909-07502.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1910-12895,
author = {Shounak Datta and
Tyler J. Loftus and
Matthew M. Ruppert and
Chris Giordano and
Lasith Adhikari and
Ying{-}Chih Peng and
Yuanfang Ren and
Benjamin Shickel and
Zheng Feng and
Gloria Lipori and
Gilbert R. Upchurch Jr. and
Xiaolin Li and
Parisa Rashidi and
Tezcan Ozrazgat{-}Baslanti and
Azra Bihorac},
title = {Added Value of Intraoperative Data for Predicting Postoperative Complications:
Development and Validation of a MySurgeryRisk Extension},
journal = {CoRR},
volume = {abs/1910.12895},
year = {2019},
url = {http://arxiv.org/abs/1910.12895},
eprinttype = {arXiv},
eprint = {1910.12895},
timestamp = {Thu, 31 Oct 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1910-12895.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/titb/NickersonBWMTR18,
author = {Paul Nickerson and
Raheleh Baharloo and
Amal A. Wanigatunga and
Todd M. Manini and
Patrick James Tighe and
Parisa Rashidi},
title = {Transition Icons for Time-Series Visualization and Exploratory Analysis},
journal = {{IEEE} J. Biomed. Health Informatics},
volume = {22},
number = {2},
pages = {623--630},
year = {2018},
url = {https://doi.org/10.1109/JBHI.2017.2704608},
doi = {10.1109/JBHI.2017.2704608},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/titb/NickersonBWMTR18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/titb/ShickelTBR18,
author = {Benjamin Shickel and
Patrick James Tighe and
Azra Bihorac and
Parisa Rashidi},
title = {Deep {EHR:} {A} Survey of Recent Advances in Deep Learning Techniques
for Electronic Health Record {(EHR)} Analysis},
journal = {{IEEE} J. Biomed. Health Informatics},
volume = {22},
number = {5},
pages = {1589--1604},
year = {2018},
url = {https://doi.org/10.1109/JBHI.2017.2767063},
doi = {10.1109/JBHI.2017.2767063},
timestamp = {Tue, 14 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/titb/ShickelTBR18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bhi/DavoudiCOBBMR18,
author = {Anis Davoudi and
Duane B. Corbett and
Tezcan Ozrazgat{-}Baslanti and
Azra Bihorac and
Scott C. Brakenridge and
Todd M. Manini and
Parisa Rashidi},
title = {Activity and circadian rhythm of sepsis patients in the Intensive
Care Unit},
booktitle = {2018 {IEEE} {EMBS} International Conference on Biomedical {\&}
Health Informatics, {BHI} 2018, Las Vegas, NV, USA, March 4-7, 2018},
pages = {17--20},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/BHI.2018.8333359},
doi = {10.1109/BHI.2018.8333359},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bhi/DavoudiCOBBMR18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/MalhotraDSBR18,
author = {Kumar Rohit Malhotra and
Anis Davoudi and
Scott Siegel and
Azra Bihorac and
Parisa Rashidi},
title = {Autonomous Detection of Disruptions in the Intensive Care Unit Using
Deep Mask {R-CNN}},
booktitle = {2018 {IEEE} Conference on Computer Vision and Pattern Recognition
Workshops, {CVPR} Workshops 2018, Salt Lake City, UT, USA, June 18-22,
2018},
pages = {1863--1865},
publisher = {Computer Vision Foundation / {IEEE} Computer Society},
year = {2018},
url = {http://openaccess.thecvf.com/content\_cvpr\_2018\_workshops/w36/html/Malhotra\_Autonomous\_Detection\_of\_CVPR\_2018\_paper.html},
doi = {10.1109/CVPRW.2018.00241},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cvpr/MalhotraDSBR18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/embc/NickersonBDBR18,
author = {Paul Nickerson and
Raheleh Baharloo and
Anis Davoudi and
Azra Bihorac and
Parisa Rashidi},
title = {Comparison of Gaussian Processes Methods to Linear methods for Imputation
of Sparse Physiological Time Series},
booktitle = {40th Annual International Conference of the {IEEE} Engineering in
Medicine and Biology Society, {EMBC} 2018, Honolulu, HI, USA, July
18-21, 2018},
pages = {4106--4109},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/EMBC.2018.8513303},
doi = {10.1109/EMBC.2018.8513303},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/embc/NickersonBDBR18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1802-10238,
author = {Benjamin Shickel and
Tyler J. Loftus and
Tezcan Ozrazgat{-}Baslanti and
Ashkan Ebadi and
Azra Bihorac and
Parisa Rashidi},
title = {DeepSOFA: {A} Real-Time Continuous Acuity Score Framework using Deep
Learning},
journal = {CoRR},
volume = {abs/1802.10238},
year = {2018},
url = {http://arxiv.org/abs/1802.10238},
eprinttype = {arXiv},
eprint = {1802.10238},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1802-10238.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1803-03359,
author = {Ashkan Ebadi and
Patrick James Tighe and
Lei Zheng and
Parisa Rashidi},
title = {A Quest for the Structure of Intra- and Postoperative Surgical Team
Networks: Does the Small World Property Evolve over Time?},
journal = {CoRR},
volume = {abs/1803.03359},
year = {2018},
url = {http://arxiv.org/abs/1803.03359},
eprinttype = {arXiv},
eprint = {1803.03359},
timestamp = {Tue, 14 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1803-03359.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1804-10201,
author = {Anis Davoudi and
Kumar Rohit Malhotra and
Benjamin Shickel and
Scott Siegel and
Seth Williams and
Matthew Ruppert and
Emel Bihorac and
Tezcan Ozrazgat{-}Baslanti and
Patrick James Tighe and
Azra Bihorac and
Parisa Rashidi},
title = {The Intelligent {ICU} Pilot Study: Using Artificial Intelligence Technology
for Autonomous Patient Monitoring},
journal = {CoRR},
volume = {abs/1804.10201},
year = {2018},
url = {http://arxiv.org/abs/1804.10201},
eprinttype = {arXiv},
eprint = {1804.10201},
timestamp = {Tue, 14 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1804-10201.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1805-05452,
author = {Lasith Adhikari and
Tezcan Ozrazgat{-}Baslanti and
Paul Thottakkara and
Ashkan Ebadi and
Amir Motaei and
Parisa Rashidi and
Xiaolin Li and
Azra Bihorac},
title = {Improved Predictive Models for Acute Kidney Injury with IDEAs: Intraoperative
Data Embedded Analytics},
journal = {CoRR},
volume = {abs/1805.05452},
year = {2018},
url = {http://arxiv.org/abs/1805.05452},
eprinttype = {arXiv},
eprint = {1805.05452},
timestamp = {Tue, 27 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1805-05452.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1812-07129,
author = {Ashkan Ebadi and
Patrick James Tighe and
Lei Zhang and
Parisa Rashidi},
title = {Does the Position of Surgical Service Providers in Intra-Operative
Networks Matter? Analyzing the Impact of Influencing Factors on Patients'
Outcome},
journal = {CoRR},
volume = {abs/1812.07129},
year = {2018},
url = {http://arxiv.org/abs/1812.07129},
eprinttype = {arXiv},
eprint = {1812.07129},
timestamp = {Tue, 14 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1812-07129.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/artmed/EbadiTZR17,
author = {Ashkan Ebadi and
Patrick James Tighe and
Lei Zhang and
Parisa Rashidi},
title = {DisTeam: {A} decision support tool for surgical team selection},
journal = {Artif. Intell. Medicine},
volume = {76},
pages = {16--26},
year = {2017},
url = {https://doi.org/10.1016/j.artmed.2017.02.002},
doi = {10.1016/J.ARTMED.2017.02.002},
timestamp = {Tue, 14 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/artmed/EbadiTZR17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/amia/SiegelADTR17,
author = {Scott Siegel and
Agyeiwaa O. Agyei and
Anis Davoudi and
Patrick James Tighe and
Parisa Rashidi},
title = {Anesthesia Instrument Recognition System},
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/t004-1.4257399/f004-1.4257400/2728489-1.4257608/2730857-1.4257605},
timestamp = {Wed, 17 Apr 2024 11:47:24 +0200},
biburl = {https://dblp.org/rec/conf/amia/SiegelADTR17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bhi/KheirkhahanDBDR17,
author = {Matin Kheirkhahan and
Hiranava Das and
Manoj Battula and
Anis Davoudi and
Parisa Rashidi and
Todd M. Manini and
Sanjay Ranka},
title = {Power-efficient real-time approach to non-wear time detection for
smartwatches},
booktitle = {2017 {IEEE} {EMBS} International Conference on Biomedical {\&}
Health Informatics, {BHI} 2017, Orland, FL, USA, February 16-19, 2017},
pages = {217--220},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/BHI.2017.7897244},
doi = {10.1109/BHI.2017.7897244},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bhi/KheirkhahanDBDR17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bhi/GopalswamyTR17,
author = {Shruthi Gopalswamy and
Patrick James Tighe and
Parisa Rashidi},
title = {Deep recurrent neural networks for predicting intraoperative and postoperative
outcomes and trends},
booktitle = {2017 {IEEE} {EMBS} International Conference on Biomedical {\&}
Health Informatics, {BHI} 2017, Orland, FL, USA, February 16-19, 2017},
pages = {361--364},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/BHI.2017.7897280},
doi = {10.1109/BHI.2017.7897280},
timestamp = {Tue, 14 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bhi/GopalswamyTR17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bibe/DavoudiOEBBR17,
author = {Anis Davoudi and
Tezcan Ozrazgat{-}Baslanti and
Ashkan Ebadi and
Alberto C. Bursian and
Azra Bihorac and
Parisa Rashidi},
title = {Delirium Prediction using Machine Learning Models on Predictive Electronic
Health Records Data},
booktitle = {17th {IEEE} International Conference on Bioinformatics and Bioengineering,
{BIBE} 2017, Washington, DC, USA, October 23-25, 2017},
pages = {568--573},
publisher = {{IEEE} Computer Society},
year = {2017},
url = {https://doi.org/10.1109/BIBE.2017.00014},
doi = {10.1109/BIBE.2017.00014},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bibe/DavoudiOEBBR17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/segah/SuvajdzicBR17,
author = {Marko Suvajdzic and
Azra Bihorac and
Parisa Rashidi},
editor = {Nuno Dias and
Sara de Freitas and
Duarte Duque and
Nuno F. Rodrigues and
Kevin Wong and
Jo{\~{a}}o L. Vila{\c{c}}a},
title = {{D.R.E.A.M.S.} (Digital Rehabilitation Environment-Altering Medical
System)},
booktitle = {5th {IEEE} International Conference on Serious Games and Applications
for Health, SeGAH 2017, Perth, Australia, April 2-4, 2017},
pages = {1--5},
publisher = {{IEEE} Computer Society},
year = {2017},
url = {https://doi.org/10.1109/SeGAH.2017.7939293},
doi = {10.1109/SEGAH.2017.7939293},
timestamp = {Wed, 16 Oct 2019 14:14:54 +0200},
biburl = {https://dblp.org/rec/conf/segah/SuvajdzicBR17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ShickelTBR17,
author = {Benjamin Shickel and
Patrick James Tighe and
Azra Bihorac and
Parisa Rashidi},
title = {Deep {EHR:} {A} Survey of Recent Advances on Deep Learning Techniques
for Electronic Health Record {(EHR)} Analysis},
journal = {CoRR},
volume = {abs/1706.03446},
year = {2017},
url = {http://arxiv.org/abs/1706.03446},
eprinttype = {arXiv},
eprint = {1706.03446},
timestamp = {Tue, 14 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ShickelTBR17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1708-01372,
author = {Benjamin Shickel and
Martin Heesacker and
Sherry Benton and
Parisa Rashidi},
title = {Hashtag Healthcare: From Tweets to Mental Health Journals Using Deep
Transfer Learning},
journal = {CoRR},
volume = {abs/1708.01372},
year = {2017},
url = {http://arxiv.org/abs/1708.01372},
eprinttype = {arXiv},
eprint = {1708.01372},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1708-01372.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/embc/NickersonTSR16,
author = {Paul Nickerson and
Patrick James Tighe and
Benjamin Shickel and
Parisa Rashidi},
title = {Deep neural network architectures for forecasting analgesic response},
booktitle = {38th Annual International Conference of the {IEEE} Engineering in
Medicine and Biology Society, {EMBC} 2016, Orlando, FL, USA, August
16-20, 2016},
pages = {2966--2969},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/EMBC.2016.7591352},
doi = {10.1109/EMBC.2016.7591352},
timestamp = {Tue, 14 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/embc/NickersonTSR16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/flairs/ShickelR16,
author = {Benjamin Shickel and
Parisa Rashidi},
editor = {Zdravko Markov and
Ingrid Russell},
title = {{ART:} An Availability-Aware Active Learning Framework for Data Streams},
booktitle = {Proceedings of the Twenty-Ninth International Florida Artificial Intelligence
Research Society Conference, {FLAIRS} 2016, Key Largo, Florida, USA,
May 16-18, 2016},
pages = {92--97},
publisher = {{AAAI} Press},
year = {2016},
url = {http://www.aaai.org/ocs/index.php/FLAIRS/FLAIRS16/paper/view/12962},
timestamp = {Wed, 26 Oct 2022 08:35:12 +0200},
biburl = {https://dblp.org/rec/conf/flairs/ShickelR16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/healthcom/NairKDRWCMR16,
author = {Sanjay P. Nair and
Matin Kheirkhahan and
Anis Davoudi and
Parisa Rashidi and
Amal A. Wanigatunga and
Duane B. Corbett and
Todd M. Manini and
Sanjay Ranka},
title = {{ROAMM:} {A} software infrastructure for real-time monitoring of personal
health},
booktitle = {18th {IEEE} International Conference on e-Health Networking, Applications
and Services, Healthcom 2016, Munich, Germany, September 14-16, 2016},
pages = {1--6},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/HealthCom.2016.7749479},
doi = {10.1109/HEALTHCOM.2016.7749479},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/healthcom/NairKDRWCMR16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/naacl/ShickelHBENR16,
author = {Benjamin Shickel and
Martin Heesacker and
Sherry Benton and
Ashkan Ebadi and
Paul Nickerson and
Parisa Rashidi},
editor = {Kristy Hollingshead and
Lyle H. Ungar},
title = {Self-Reflective Sentiment Analysis},
booktitle = {Proceedings of the 3rd Workshop on Computational Linguistics and Clinical
Psychology: From Linguistic Signal to Clinical Reality, CLPsych@NAACL-HLT
2016, June 16, 2016, San Diego, California, {USA}},
pages = {23--32},
publisher = {The Association for Computational Linguistics},
year = {2016},
url = {https://doi.org/10.18653/v1/w16-0303},
doi = {10.18653/V1/W16-0303},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/naacl/ShickelHBENR16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/naacl/ShickelR16,
author = {Benjamin Shickel and
Parisa Rashidi},
editor = {Kristy Hollingshead and
Lyle H. Ungar},
title = {Automatic Triage of Mental Health Forum Posts},
booktitle = {Proceedings of the 3rd Workshop on Computational Linguistics and Clinical
Psychology: From Linguistic Signal to Clinical Reality, CLPsych@NAACL-HLT
2016, June 16, 2016, San Diego, California, {USA}},
pages = {188--192},
publisher = {The Association for Computational Linguistics},
year = {2016},
url = {https://doi.org/10.18653/v1/w16-0326},
doi = {10.18653/V1/W16-0326},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/naacl/ShickelR16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/crc/p/AcamporaCRV15,
author = {Giovanni Acampora and
Diane J. Cook and
Parisa Rashidi and
Athanasios V. Vasilakos},
editor = {Chandan K. Reddy and
Charu C. Aggarwal},
title = {Data Analytics for Pervasive Health},
booktitle = {Healthcare Data Analytics},
pages = {533--576},
publisher = {Chapman and Hall/CRC},
year = {2015},
url = {http://www.crcnetbase.com/doi/abs/10.1201/b18588-20},
doi = {10.1201/B18588-20},
timestamp = {Tue, 18 Aug 2015 15:30:18 +0200},
biburl = {https://dblp.org/rec/books/crc/p/AcamporaCRV15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/percom/RoyRHC14,
author = {Nirmalya Roy and
Parisa Rashidi and
Larry Holder and
Liming Chen},
title = {Special issue on data mining in pervasive environments},
journal = {Pervasive Mob. Comput.},
volume = {15},
pages = {151--152},
year = {2014},
url = {https://doi.org/10.1016/j.pmcj.2014.10.004},
doi = {10.1016/J.PMCJ.2014.10.004},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/percom/RoyRHC14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/huc/GhasemzadehROCJDPS14,
author = {Hassan Ghasemzadeh and
Parisa Rashidi and
Michael K. Ong and
Diane J. Cook and
Roozbeh Jafari and
George Demiris and
Misha Pavel and
Marjorie Skubic},
editor = {A. J. Brush and
Adrian Friday and
Julie A. Kientz and
James Scott and
Junehwa Song},
title = {SmartHealthSys 2014: {ACM} ubicomp international workshop on smart
health systems and applications},
booktitle = {Proceedings of the 2014 {ACM} International Joint Conference on Pervasive
and Ubiquitous Computing, UbiComp '14 Adjunct Publication, Seattle,
WA, {USA} - September 13 - 17, 2014},
pages = {1179--1185},
publisher = {{ACM}},
year = {2014},
url = {https://doi.org/10.1145/2638728.2638804},
doi = {10.1145/2638728.2638804},
timestamp = {Tue, 26 Mar 2024 11:01:21 +0100},
biburl = {https://dblp.org/rec/conf/huc/GhasemzadehROCJDPS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/aim/DoganGHKLMRRSSTY13,
author = {Rezarta Islamaj Dogan and
Yolanda Gil and
Haym Hirsh and
Narayanan Chatapuram Krishnan and
Michael Lewis and
{\c{C}}etin Meri{\c{c}}li and
Parisa Rashidi and
Victor Raskin and
Samarth Swarup and
Wei Sun and
Julia M. Taylor and
Lana Yeganova},
title = {Reports on the 2012 {AAAI} Fall Symposium Series},
journal = {{AI} Mag.},
volume = {34},
number = {1},
pages = {93--100},
year = {2013},
url = {https://doi.org/10.1609/aimag.v34i1.2457},
doi = {10.1609/AIMAG.V34I1.2457},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/aim/DoganGHKLMRRSSTY13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pieee/AcamporaCRV13,
author = {Giovanni Acampora and
Diane J. Cook and
Parisa Rashidi and
Athanasios V. Vasilakos},
title = {A Survey on Ambient Intelligence in Healthcare},
journal = {Proc. {IEEE}},
volume = {101},
number = {12},
pages = {2470--2494},
year = {2013},
url = {https://doi.org/10.1109/JPROC.2013.2262913},
doi = {10.1109/JPROC.2013.2262913},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pieee/AcamporaCRV13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcyb/CookKR13,
author = {Diane J. Cook and
Narayanan Chatapuram Krishnan and
Parisa Rashidi},
title = {Activity Discovery and Activity Recognition: {A} New Partnership},
journal = {{IEEE} Trans. Cybern.},
volume = {43},
number = {3},
pages = {820--828},
year = {2013},
url = {https://doi.org/10.1109/TSMCB.2012.2216873},
doi = {10.1109/TSMCB.2012.2216873},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tcyb/CookKR13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tist/RashidiC13,
author = {Parisa Rashidi and
Diane J. Cook},
title = {{COM:} {A} method for mining and monitoring human activity patterns
in home-based health monitoring systems},
journal = {{ACM} Trans. Intell. Syst. Technol.},
volume = {4},
number = {4},
pages = {64:1--64:20},
year = {2013},
url = {https://doi.org/10.1145/2508037.2508045},
doi = {10.1145/2508037.2508045},
timestamp = {Mon, 11 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tist/RashidiC13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/titb/RashidiM13,
author = {Parisa Rashidi and
Alex Mihailidis},
title = {A Survey on Ambient-Assisted Living Tools for Older Adults},
journal = {{IEEE} J. Biomed. Health Informatics},
volume = {17},
number = {3},
pages = {579--590},
year = {2013},
url = {https://doi.org/10.1109/JBHI.2012.2234129},
doi = {10.1109/JBHI.2012.2234129},
timestamp = {Fri, 13 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/titb/RashidiM13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijpcc/ChenR12,
author = {Liming Chen and
Parisa Rashidi},
title = {Situation, activity and goal awareness in ubiquitous computing},
journal = {Int. J. Pervasive Comput. Commun.},
volume = {8},
number = {3},
pages = {216--224},
year = {2012},
url = {https://doi.org/10.1108/17427371211262626},
doi = {10.1108/17427371211262626},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijpcc/ChenR12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaaifs/CookKRSM12,
author = {Diane J. Cook and
Narayanan Chatapuram Krishnan and
Parisa Rashidi and
Marjorie Skubic and
Alex Mihailidis},
title = {Preface},
booktitle = {Artificial Intelligence for Gerontechnology, Papers from the 2012
{AAAI} Fall Symposium, Arlington, Virginia, USA, November 2-4, 2012},
series = {{AAAI} Technical Report},
volume = {{FS-12-01}},
publisher = {{AAAI}},
year = {2012},
url = {http://www.aaai.org/ocs/index.php/FSS/FSS12/paper/view/5681},
timestamp = {Tue, 08 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aaaifs/CookKRSM12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/huc/RashidiCC12,
author = {Parisa Rashidi and
Liming Chen and
William K. Cheung},
editor = {Anind K. Dey and
Hao{-}Hua Chu and
Gillian R. Hayes},
title = {International Workshop on Situation, Activity and Goal Awareness (SAGAware
2012)},
booktitle = {The 2012 {ACM} Conference on Ubiquitous Computing, Ubicomp '12, Pittsburgh,
PA, USA, September 5-8, 2012},
pages = {1012--1015},
publisher = {{ACM}},
year = {2012},
url = {https://doi.org/10.1145/2370216.2370435},
doi = {10.1145/2370216.2370435},
timestamp = {Thu, 10 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/huc/RashidiCC12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ihi/Rashidi12,
author = {Parisa Rashidi},
editor = {Gang Luo and
Jiming Liu and
Christopher C. Yang},
title = {Assisted living technologies for older adults},
booktitle = {{ACM} International Health Informatics Symposium, {IHI} '12, Miami,
FL, USA, January 28-30, 2012},
pages = {875--878},
publisher = {{ACM}},
year = {2012},
url = {https://doi.org/10.1145/2110363.2110478},
doi = {10.1145/2110363.2110478},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ihi/Rashidi12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/percom/RashidiC11,
author = {Parisa Rashidi and
Diane J. Cook},
title = {Activity knowledge transfer in smart environments},
journal = {Pervasive Mob. Comput.},
volume = {7},
number = {3},
pages = {331--343},
year = {2011},
url = {https://doi.org/10.1016/j.pmcj.2011.02.007},
doi = {10.1016/J.PMCJ.2011.02.007},
timestamp = {Sat, 22 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/percom/RashidiC11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/RashidiCHS11,
author = {Parisa Rashidi and
Diane J. Cook and
Lawrence B. Holder and
Maureen Schmitter{-}Edgecombe},
title = {Discovering Activities to Recognize and Track in a Smart Environment},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {23},
number = {4},
pages = {527--539},
year = {2011},
url = {https://doi.org/10.1109/TKDE.2010.148},
doi = {10.1109/TKDE.2010.148},
timestamp = {Fri, 30 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkde/RashidiCHS11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/huc/ChenRKYBC11,
author = {Liming Chen and
Parisa Rashidi and
Ismail Khalil and
Zhiwen Yu and
Christian Becker and
William K. Cheung},
editor = {James A. Landay and
Yuanchun Shi and
Donald J. Patterson and
Yvonne Rogers and
Xing Xie},
title = {Workshop overview for the international workshop on situation, activity
and goal awareness},
booktitle = {UbiComp 2011: Ubiquitous Computing, 13th International Conference,
UbiComp 2011, Beijing, China, September 17-21, 2011, Proceedings},
pages = {631--632},
publisher = {{ACM}},
year = {2011},
url = {https://doi.org/10.1145/2030112.2030250},
doi = {10.1145/2030112.2030250},
timestamp = {Thu, 10 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/huc/ChenRKYBC11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icost/RashidiC11,
author = {Parisa Rashidi and
Diane J. Cook},
editor = {Bessam Abdulrazak and
Sylvain Giroux and
Bruno Bouchard and
H{\'{e}}l{\`{e}}ne Pigot and
Mounir Mokhtari},
title = {Domain Selection and Adaptation in Smart Homes},
booktitle = {Toward Useful Services for Elderly and People with Disabilities -
9th International Conference on Smart Homes and Health Telematics,
{ICOST} 2011, Montreal, Canada, June 20-22, 2011. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {6719},
pages = {17--24},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-21535-3\_3},
doi = {10.1007/978-3-642-21535-3\_3},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icost/RashidiC11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icost/NazerfardRC11,
author = {Ehsan Nazerfard and
Parisa Rashidi and
Diane J. Cook},
editor = {Bessam Abdulrazak and
Sylvain Giroux and
Bruno Bouchard and
H{\'{e}}l{\`{e}}ne Pigot and
Mounir Mokhtari},
title = {Using Association Rule Mining to Discover Temporal Relations of Daily
Activities},
booktitle = {Toward Useful Services for Elderly and People with Disabilities -
9th International Conference on Smart Homes and Health Telematics,
{ICOST} 2011, Montreal, Canada, June 20-22, 2011. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {6719},
pages = {49--56},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-21535-3\_7},
doi = {10.1007/978-3-642-21535-3\_7},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icost/NazerfardRC11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/RashidiC11,
author = {Parisa Rashidi and
Diane J. Cook},
editor = {Chid Apt{\'{e}} and
Joydeep Ghosh and
Padhraic Smyth},
title = {Ask me better questions: active learning queries based on rule induction},
booktitle = {Proceedings of the 17th {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, San Diego, CA, USA, August 21-24,
2011},
pages = {904--912},
publisher = {{ACM}},
year = {2011},
url = {https://doi.org/10.1145/2020408.2020559},
doi = {10.1145/2020408.2020559},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/RashidiC11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/RashidiC10,
author = {Parisa Rashidi and
Diane J. Cook},
title = {Activity Recognition Based on Home to Home Transfer Learning},
booktitle = {Plan, Activity, and Intent Recognition, Papers from the 2010 {AAAI}
Workshop, Atlanta, Georgia, USA, July 12, 2010},
series = {{AAAI} Technical Report},
volume = {{WS-10-05}},
publisher = {{AAAI}},
year = {2010},
url = {http://aaai.org/ocs/index.php/WS/AAAIW10/paper/view/1995},
timestamp = {Tue, 05 Sep 2023 08:59:27 +0200},
biburl = {https://dblp.org/rec/conf/aaai/RashidiC10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/RashidiC10,
author = {Parisa Rashidi and
Diane J. Cook},
editor = {Geoffrey I. Webb and
Bing Liu and
Chengqi Zhang and
Dimitrios Gunopulos and
Xindong Wu},
title = {Mining Sensor Streams for Discovering Human Activity Patterns over
Time},
booktitle = {{ICDM} 2010, The 10th {IEEE} International Conference on Data Mining,
Sydney, Australia, 14-17 December 2010},
pages = {431--440},
publisher = {{IEEE} Computer Society},
year = {2010},
url = {https://doi.org/10.1109/ICDM.2010.40},
doi = {10.1109/ICDM.2010.40},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/RashidiC10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/NazerfardRC10,
author = {Ehsan Nazerfard and
Parisa Rashidi and
Diane J. Cook},
editor = {Wei Fan and
Wynne Hsu and
Geoffrey I. Webb and
Bing Liu and
Chengqi Zhang and
Dimitrios Gunopulos and
Xindong Wu},
title = {Discovering Temporal Features and Relations of Activity Patterns},
booktitle = {{ICDMW} 2010, The 10th {IEEE} International Conference on Data Mining
Workshops, Sydney, Australia, 13 December 2010},
pages = {1069--1075},
publisher = {{IEEE} Computer Society},
year = {2010},
url = {https://doi.org/10.1109/ICDMW.2010.164},
doi = {10.1109/ICDMW.2010.164},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/NazerfardRC10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ihi/RashidiC10,
author = {Parisa Rashidi and
Diane J. Cook},
editor = {Tiffany C. Veinot and
{\"{U}}mit V. {\c{C}}ataly{\"{u}}rek and
Gang Luo and
Henrique Andrade and
Neil R. Smalheiser},
title = {Mining and monitoring patterns of daily routines for assisted living
in real world settings},
booktitle = {{ACM} International Health Informatics Symposium, {IHI} 2010, Arlington,
VA, USA, November 11 - 12, 2010, Proceedings},
pages = {336--345},
publisher = {{ACM}},
year = {2010},
url = {https://doi.org/10.1145/1882992.1883040},
doi = {10.1145/1882992.1883040},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ihi/RashidiC10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsmc/RashidiC09,
author = {Parisa Rashidi and
Diane J. Cook},
title = {Keeping the Resident in the Loop: Adapting the Smart Home to the User},
journal = {{IEEE} Trans. Syst. Man Cybern. Part {A}},
volume = {39},
number = {5},
pages = {949--959},
year = {2009},
url = {https://doi.org/10.1109/TSMCA.2009.2025137},
doi = {10.1109/TSMCA.2009.2025137},
timestamp = {Mon, 25 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tsmc/RashidiC09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/intenv/RashidiC09,
author = {Parisa Rashidi and
Diane J. Cook},
editor = {Victor Callaghan and
Achilles Kameas and
Angelica Reyes and
Dolors Royo and
Michael Weber},
title = {Transferring Learned Activities in Smart Environments},
booktitle = {Intelligent Environments 2009 - Proceedings of the 5th International
Conference on Intelligent Environments - Barcelona, Spain 2009},
series = {Ambient Intelligence and Smart Environments},
volume = {2},
pages = {185--192},
publisher = {{IOS} Press},
year = {2009},
url = {https://doi.org/10.3233/978-1-60750-034-6-185},
doi = {10.3233/978-1-60750-034-6-185},
timestamp = {Wed, 04 Mar 2020 16:37:12 +0100},
biburl = {https://dblp.org/rec/conf/intenv/RashidiC09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/foal/RashidiA08,
author = {Parisa Rashidi and
Roger T. Alexander},
editor = {Curtis Clifton},
title = {Onspect: ontology based aspects},
booktitle = {Proceedings of the 7th Workshop on Foundations of Aspect-Oriented
Languages, {FOAL} 2008, Brussels, Belgium, April 1, 2008},
pages = {41},
publisher = {{ACM}},
year = {2008},
url = {https://doi.org/10.1145/1394496.1394502},
doi = {10.1145/1394496.1394502},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/foal/RashidiA08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/RashidiC08,
author = {Parisa Rashidi and
Diane J. Cook},
editor = {Mohamed Medhat Gaber and
Ranga Raju Vatsavai and
Olufemi A. Omitaomu and
Jo{\~{a}}o Gama and
Nitesh V. Chawla and
Auroop R. Ganguly},
title = {An Adaptive Sensor Mining Framework for Pervasive Computing Applications},
booktitle = {Knowledge Discovery from Sensor Data, Second International Workshop,
Sensor-KDD 2008, Las Vegas, NV, USA, August 24-27, 2008, Revised Selected
Papers},
series = {Lecture Notes in Computer Science},
volume = {5840},
pages = {154--174},
publisher = {Springer},
year = {2008},
url = {https://doi.org/10.1007/978-3-642-12519-5\_9},
doi = {10.1007/978-3-642-12519-5\_9},
timestamp = {Mon, 30 Nov 2020 08:47:24 +0100},
biburl = {https://dblp.org/rec/conf/kdd/RashidiC08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hci/RashidiYCD07,
author = {Parisa Rashidi and
G. Michael Youngblood and
Diane J. Cook and
Sajal K. Das},
editor = {Julie A. Jacko},
title = {Inhabitant Guidance of Smart Environments},
booktitle = {Human-Computer Interaction. Interaction Platforms and Techniques,
12th International Conference, {HCI} International 2007, Beijing,
China, July 22-27, 2007, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {4551},
pages = {910--919},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-73107-8\_100},
doi = {10.1007/978-3-540-73107-8\_100},
timestamp = {Tue, 10 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/hci/RashidiYCD07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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