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2020 – today
- 2022
[j9]Jonathan Lu
, Amelia Sattler, Samantha Wang, Ali Raza Khaki, Alison Callahan, Scott L. Fleming, Rebecca Fong, Benjamin Ehlert, Ron C. Li, Lisa Shieh, Kavitha Ramchandran, Michael Gensheimer, Sarah Chobot, Stephen Pfohl, Siyun Li, Kenny Shum, Nitin Parikh, Priya Desai, Briththa Seevaratnam, Melanie Hanson, Margaret Smith, Yizhe Xu, Arjun Gokhale, Steven Lin, Michael A. Pfeffer, Winifred Teuteberg, Nigam H. Shah:
Considerations in the reliability and fairness audits of predictive models for advance care planning. Frontiers Digit. Health 4 (2022)- [j8]Nicolai Ostberg, Wui Ip, Ian Brown, Ron C. Li:
Impact of telemedicine on clinical practice patterns for patients with chest pain in the emergency department. Int. J. Medical Informatics 161: 104726 (2022) - [j7]Christian Rose, Robert Thombley, Morteza Noshad, Yun Lu, Heather A Clancy, David Schlessinger, Ron C. Li, Vincent X. Liu, Jonathan H. Chen, Julia Adler-Milstein:
Team is brain: leveraging EHR audit log data for new insights into acute care processes. J. Am. Medical Informatics Assoc. 30(1): 8-15 (2022) - [c6]Daniel Lopez Martinez, Alex Yakubovich, Martin Seneviratne, Ádám D. Lelkes, Akshit Tyagi, Jonas Kemp, Ethan Steinberg, N. Lance Downing, Ron C. Li, Keith E. Morse, Nigam H. Shah, Ming-Jun Chen:
Instability in clinical risk stratification models using deep learning. ML4H@NeurIPS 2022: 552-565 - [i1]Daniel Lopez Martinez, Alex Yakubovich, Martin Seneviratne, Ádám D. Lelkes, Akshit Tyagi, Jonas Kemp, Ethan Steinberg, N. Lance Downing, Ron C. Li, Keith E. Morse, Nigam H. Shah, Ming-Jun Chen:
Instability in clinical risk stratification models using deep learning. CoRR abs/2211.10828 (2022) - 2021
- [j6]Xinran Liu, James Anstey, Ron C. Li, Chethan Sarabu, Reiri Sono, Atul J. Butte:
Rethinking PICO in the Machine Learning Era: ML-PICO. Appl. Clin. Inform. 12(02): 407-416 (2021) - [j5]Farshad Firouzi, Bahareh J. Farahani, Mahmoud Daneshmand, Kathy Grise, Jaeseung Song, Roberto Saracco, Lucy Lu Wang, Kyle Lo, Plamen Angelov, Eduardo A. Soares, Po-Shen Loh, Zeynab Talebpour, Reza Moradi, Mohsen Goodarzi, Haleh Ashraf, Mohammad Talebpour, Alireza Talebpour, Luca Romeo, Rupam Das, Hadi Heidari, Dana K. Pasquale, James Moody, Chris Woods, Erich S. Huang, Payam M. Barnaghi, Majid Sarrafzadeh, Ron C. Li, Kristen L. Beck, Olexandr Isayev, NakMyoung Sung, Alan Luo:
Harnessing the Power of Smart and Connected Health to Tackle COVID-19: IoT, AI, Robotics, and Blockchain for a Better World. IEEE Internet Things J. 8(16): 12826-12846 (2021) - [j4]Kenneth Jung, Sehj Kashyap, Anand Avati, Stephanie Harman, Heather Shaw, Ron C. Li, Margaret Smith, Kenny Shum, Jacob Javitz, Yohan Vetteth, Tina Seto, Steven C. Bagley, Nigam H. Shah:
A framework for making predictive models useful in practice. J. Am. Medical Informatics Assoc. 28(6): 1149-1158 (2021) - 2020
- [j3]Ron C. Li, Steven M. Asch, Nigam H. Shah:
Developing a delivery science for artificial intelligence in healthcare. npj Digit. Medicine 3 (2020) - [c5]Ron C. Li, Naveen Muthu, Margaret Smith, Swaminathan Kandaswamy, Jonathan H. Chen:
It's not just a last mile problem: Partnering with process improvement and human factors to integrate machine learning into healthcare delivery. AMIA 2020
2010 – 2019
- 2019
- [c4]Ron C. Li, Imon Banerjee, Daniel L. Rubin, Jonathan H. Chen:
Detecting unanticipated actions downstream from clinical decision support: a data mining approach. AMIA 2019 - 2018
- [j2]Ron C. Li, Trit Garg, Tony Cun, Lisa Shieh, Gomathi Krishnan, Daniel Z. Fang, Jonathan H. Chen:
Impact of problem-based charting on the utilization and accuracy of the electronic problem list. J. Am. Medical Informatics Assoc. 25(5): 548-554 (2018) - [c3]Ron C. Li, Jason K. Wang, Christopher D. Sharp, Jonathan H. Chen:
A "bottom up" data driven approach to curating electronic order sets. AMIA 2018 - 2017
- [c2]Ron C. Li, Lisa Shieh, Gomathi Krishnan, Daniel Z. Fang, Jonathan H. Chen:
Problem based charting: a method for improving problem list utilization and completeness. CRI 2017 - 2016
- [j1]N. Lance Downing, John Shepard, Weihan Chu, Julia Tam, Alexander Wessels, Ron C. Li, Brian Dietrich, Michael Rudy, Leon Castaneda, Lisa Shieh, Joshua Rolnick:
Validation of test performance and clinical time zero for an electronic health record embedded severe sepsis alert. Appl. Clin. Inform. 07(02): 560-572 (2016) - [c1]Ron C. Li, Daniel Z. Fang, Gomathi Krishnan, Lisa Shieh:
Evaluating the effectiveness of problem based charting in utilizing the problem list to structure clinical data in the intensive care unit: a preliminary analysis of a retrospective time series study. CRI 2016
Coauthor Index
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