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

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

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

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