Ron C. Li

According to our database, Ron C. Li authored at least 15 papers between 2016 and 2022.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2022

Team is brain: leveraging EHR audit log data for new insights into acute care processes.

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

J. Am. Medical Informatics Assoc., 2022

Impact of telemedicine on clinical practice patterns for patients with chest pain in the emergency department.

Nicolai Ostberg, Wui Ip, Ian Brown, Ron C. Li

Int. J. Medical Informatics, 2022

Considerations in the reliability and fairness audits of predictive models for advance care planning.

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

Frontiers Digit. Health, 2022

Instability in clinical risk stratification models using deep learning.

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

Proceedings of the Machine Learning for Health, 2022

2021

A framework for making predictive models useful in practice.

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

J. Am. Medical Informatics Assoc., 2021

Harnessing the Power of Smart and Connected Health to Tackle COVID-19: IoT, AI, Robotics, and Blockchain for a Better World.

Farshad Firouzi, Bahareh J. Farahani, Mahmoud Daneshmand, Kathy Grise, Jaeseung Song, Roberto Saracco, Lucy Lu Wang, Kyle Lo, Plamen P. 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

IEEE Internet Things J., 2021

Rethinking PICO in the Machine Learning Era: ML-PICO.

Xinran Liu, James Anstey, Ron C. Li, Chethan Sarabu, Reiri Sono, Atul J. Butte

Appl. Clin. Inform., 2021

2020

Developing a delivery science for artificial intelligence in healthcare.

Ron C. Li, Steven M. Asch, Nigam H. Shah

npj Digit. Medicine, 2020

It's not just a last mile problem: Partnering with process improvement and human factors to integrate machine learning into healthcare delivery.

Ron C. Li, Naveen Muthu, Margaret Smith, Swaminathan Kandaswamy, Jonathan H. Chen

Proceedings of the AMIA 2020, 2020

2019

Detecting unanticipated actions downstream from clinical decision support: a data mining approach.

Ron C. Li, Imon Banerjee, Daniel L. Rubin, Jonathan H. Chen

Proceedings of the AMIA 2019, 2019

2018

Impact of problem-based charting on the utilization and accuracy of the electronic problem list.

Ron C. Li, Trit Garg, Tony Cun, Lisa Shieh, Gomathi Krishnan, Daniel Z. Fang, Jonathan H. Chen

J. Am. Medical Informatics Assoc., 2018

A "bottom up" data driven approach to curating electronic order sets.

Ron C. Li, Jason K. Wang, Christopher D. Sharp, Jonathan H. Chen

Proceedings of the AMIA 2018, 2018

2017

Problem based charting: a method for improving problem list utilization and completeness.

Ron C. Li, Lisa Shieh, Gomathi Krishnan, Daniel Z. Fang, Jonathan H. Chen

Proceedings of the Summit on Clinical Research Informatics, 2017

2016

Validation of test performance and clinical time zero for an electronic health record embedded severe sepsis alert.

N. Lance Downing, John Shepard, Weihan Chu, Julia Tam, Alexander Wessels, Ron C. Li, Brian Dietrich, Michael Rudy, Leon Castaneda, Lisa Shieh, Joshua Rolnick

Appl. Clin. Inform., 2016

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.

Ron C. Li, Daniel Z. Fang, Gomathi Krishnan, Lisa Shieh

Proceedings of the Summit on Clinical Research Informatics, 2016