Leveraging Clinical Informatics in the Conduct of Clinical Trials. - Matthew W. Semler; Todd W. Rice; Jesse M. Ehrenfeld (J. Medical Syst., 2015)

Identification of Major Adverse Kidney Events Within the Electronic Health Record. - Matthew W. Semler; Todd W. Rice; Andrew D. Shaw; Edward D. Siew; Wesley H. Self; Avinash B. Kumar; Daniel W. Byrne; Jesse M. Ehrenfeld; Jonathan P. Wanderer (J. Medical Syst., 2016)

Predicting Major Adverse Kidney Events among Critically Ill Adults Using the Electronic Health Record. - Andrew C. McKown; Li Wang; Jonathan P. Wanderer; Jesse M. Ehrenfeld; Todd W. Rice; Gordon R. Bernard; Matthew W. Semler (J. Medical Syst., 2017)

Validation of a Sequential Organ Failure Assessment Score using Electronic Health Record Data. - Luis E. Huerta; Jonathan P. Wanderer; Jesse M. Ehrenfeld; Robert E. Freundlich; Todd W. Rice; Matthew W. Semler (J. Medical Syst., 2018)

Big Data for Clinical Trials: Automated Collection of SpO2 for a Trial of Oxygen Targets during Mechanical Ventilation. - Kevin G. Buell; Jonathan D. Casey; Li Wang; Jonathan P. Wanderer; Wesley H. Self; Todd W. Rice; Matthew W. Semler (J. Medical Syst., 2020)

A Theory-based Evaluation of a Clinical Decision Support System to Predict New Onset of Delirium. - Siru Liu; Adam Wright; Joseph J. Schlesinger; Thomas J. Reese; Edward T. Qian; Elise M. Russo; Matthew W. Semler; Brian J. Douthit; Allison B. McCoy (AMIA, 2022)

Building and Monitoring an EHR Workflow Embedded Randomized Trial: The ACORN Trial for Antibiotic Choice in Acutely Ill Patients. - Edward T. Qian; Allison B. McCoy; Jonathan D. Casey; Matthew W. Semler; Todd W. Rice; Adam Wright (AMIA, 2022)

Comparison of time series clustering methods for identifying novel subphenotypes of patients with infection. - Sivasubramanium V. Bhavani; Li Xiong 001; Abish Pius; Matthew W. Semler; Edward T. Qian; Philip A. Verhoef; Chad Robichaux; Craig M. Coopersmith; Matthew M. Churpek (J. Am. Medical Informatics Assoc., 2023)