Data Management Plans, Institutional Review Boards, and the Ethical Management of Big Data About Human Subjects. - Jeff Collmann; Kevin T. FitzGerald; Samantha Wu; Joel Kupersmith; Sorin Adam Matei (Ethical Reasoning in Big Data, 2016)

Explainable Deep Learning Applied to Understanding Opioid Use Disorder and Its Risk Factors. - Terri Elizabeth Workman; Qing Zeng-Treitler; YiJun Shao; Joel Kupersmith; Friedhelm Sandbrink; Joseph L. Goulet; Nawar M. Shaar; Christopher Spevak; Cynthia Brandt; Marc R. Blackman (IEEE BigData, 2019)

More than the Sum of its Parts: Applying Topic Modeling and Explainable AI to Deep Learning in Understanding Problematic Opioid Use. - Terri Elizabeth Workman; Joel Kupersmith; Ying Yin; Qing Zeng-Treitler (IEEE Big Data, 2024)

A Comparison of Veterans with Problematic Opioid Use Identified through Natural Language Processing of Clinical Notes versus Using Diagnostic Codes. - Terri Elizabeth Workman; Joel Kupersmith; Phillip Ma; Christopher Spevak; Friedhelm Sandbrink; Yan Cheng; Qing Zeng-Treitler (CoRR, 2024)