Jonathan H Chen

Statistical Physics for Medical Diagnostics: Learning, Inference, and Optimization Algorithms

Abolfazl Ramezanpour, Alireza Mashaghi, Andrew L Beam, 2020, Diagnostics.

OrderRex clinical user testing: a randomized trial of recommender system decision support on simulated cases

Lisa Shieh, Divya Saini, Jonathan H Chen, 2020, J. Am. Medical Informatics Assoc..

Explainable artificial intelligence models using real-world electronic health record data: a systematic scoping review

Jiang Bian, Xiuwen Liu, Zhe He, 2020, J. Am. Medical Informatics Assoc..

A Machine Learning Approach to Predicting the Stability of Inpatient Lab Test Results.

Jonathan H Chen, Santhosh Balasubramanian, Rachael C. Aikens, 2019, AMIA Joint Summits on Translational Science proceedings. AMIA Joint Summits on Translational Science.

Physician Usage and Acceptance of a Machine Learning Recommender System for Simulated Clinical Order Entry.

Lisa Shieh, Divya Saini, Jonathan H Chen, 2020, AMIA Joint Summits on Translational Science proceedings. AMIA Joint Summits on Translational Science.

ClinicNet: machine learning for personalized clinical order set recommendations

Jonathan H Chen, Jonathan X Wang, Delaney K Sullivan, 2020, JAMIA open.

Neural Networks for Clinical Order Decision Support.

Adam J. Wells, Jonathan H Chen, Jonathan X Wang, 2019, AMIA Joint Summits on Translational Science proceedings. AMIA Joint Summits on Translational Science.

Assessing clinical heterogeneity in sepsis through treatment patterns and machine learning

Jonathan H Chen, Brian L Lawson, Patricia Kipnis, 2019, J. Am. Medical Informatics Assoc..