Ron C. Li

16 papers Misc 3Journal 10Unranked 3
YearRankTypeTitle / Venue / Authors
2022 J jnl
Considerations in the reliability and fairness audits of predictive models for advance care planning.
Frontiers Digit. Health
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
2022 J jnl
Impact of telemedicine on clinical practice patterns for patients with chest pain in the emergency department.
Int. J. Medical Informatics
Nicolai Ostberg, Wui Ip, Ian Brown, Ron C. Li
2022 — conf
Instability in clinical risk stratification models using deep learning.
ML4H@NeurIPS
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
2022 J jnl
Instability in clinical risk stratification models using deep learning.
CoRR
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
2022 J jnl
Team is brain: leveraging EHR audit log data for new insights into acute care processes.
J. Am. Medical Informatics Assoc.
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
2021 J jnl
A framework for making predictive models useful in practice.
J. Am. Medical Informatics Assoc.
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
2021 J jnl
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.
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
2021 J jnl
Rethinking PICO in the Machine Learning Era: ML-PICO.
Appl. Clin. Inform.
Xinran Liu, James Anstey, Ron C. Li, Chethan Sarabu, Reiri Sono, Atul J. Butte
2020 J jnl
Developing a delivery science for artificial intelligence in healthcare.
npj Digit. Medicine
Ron C. Li, Steven M. Asch, Nigam H. Shah
2020 Misc conf
It's not just a last mile problem: Partnering with process improvement and human factors to integrate machine learning into healthcare delivery.
AMIA
Ron C. Li, Naveen Muthu, Margaret Smith, Swaminathan Kandaswamy, Jonathan H. Chen
2019 Misc conf
Detecting unanticipated actions downstream from clinical decision support: a data mining approach.
AMIA
Ron C. Li, Imon Banerjee, Daniel L. Rubin, Jonathan H. Chen
2018 Misc conf
A "bottom up" data driven approach to curating electronic order sets.
AMIA
Ron C. Li, Jason K. Wang, Christopher D. Sharp, Jonathan H. Chen
2018 J jnl
Impact of problem-based charting on the utilization and accuracy of the electronic problem list.
J. Am. Medical Informatics Assoc.
Ron C. Li, Trit Garg, Tony Cun, Lisa Shieh, Gomathi Krishnan, Daniel Z. Fang, Jonathan H. Chen
2017 — conf
Problem based charting: a method for improving problem list utilization and completeness.
CRI
Ron C. Li, Lisa Shieh, Gomathi Krishnan, Daniel Z. Fang, Jonathan H. Chen
2016 — conf
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
Ron C. Li, Daniel Z. Fang, Gomathi Krishnan, Lisa Shieh
2016 J jnl
Validation of test performance and clinical time zero for an electronic health record embedded severe sepsis alert.
Appl. Clin. Inform.
N. Lance Downing, John Shepard, Weihan Chu, Julia Tam, Alexander Wessels, Ron C. Li, Brian Dietrich, Michael Rudy, Leon Castaneda, Lisa Shieh, Joshua Rolnick