An Integrated Privacy Preserving Collaborative Analytics Platform: The PCORnet pSCANNER-PopMedNet TM Software Suite. - Michael E. Matheny; Dax M. Westerman; Laura Pearlman; Josh Gieringer; Xiaoqian Jiang; Claudiu Farcas; Tara K. Knight; Shuang Wang 002; Amy Perkins; Lucila Ohno-Machado; Bill Clarke; Daniella Meeker (AMIA, 2016)

Machine Learning Models to Predict Readmission for Patients with Cirrhosis. - Jejo D. Koola; Aize Cao; Guanhua Chen 002; Amy Perkins; Samuel B. Ho; Sharon E. Davis; Michael E. Matheny (AMIA, 2017)

Value Set Development for Studies Involving Historical Data. - Kristin Lyman; Melanie Canterberry; Elizabeth Crull; Jason Denton; Fern FitzHenry; Qiaohong Hu; Sharidan K. Parr; Amy Perkins; Dina Zein; Michael E. Matheny; Jason N. Doctor; Daniella Meeker (AMIA, 2019)

A machine learning framework to adjust for learning effects in medical device safety evaluation. - Jejo D. Koola; Karthik Ramesh; Jialin Mao; Minyoung Ahn; Sharon E. Davis; Usha Govindarajulu; Amy Perkins; Dax M. Westerman; Henry Ssemaganda; Theodore Speroff; Lucila Ohno-Machado; Craig Ramsay; et al. (J. Am. Medical Informatics Assoc., 2025)