Clinical Decision Making: A Framework for Predicting Rx Response. - Aarti Sathyanarayana; Jyotishman Pathak; Rozalina G. McCoy; Santiago Romero-Brufau; Maryam Panaziahar; Jaideep Srivastava (ICDM Workshops, 2014)

Identification of Clinically Meaningful Clusters of Multi-morbidity in a National Cohort of Adults Using Unsupervised Learning. - Che Ngufor; Rozalina G. McCoy; Lixia Yao; Lindsey R. Sangaralingham; Shannon M. Dunlay; Nilay D. Shah (AMIA, 2017)

Stacked classifiers for individualized prediction of glycemic control following initiation of metformin therapy in type 2 diabetes. - Dennis H. Murphree; Elaheh Arabmakki; Che Ngufor; Curtis B. Storlie; Rozalina G. McCoy (Comput. Biol. Medicine, 2018)

Breast Cancer Classification using Deep Transfer Learning on Structured Healthcare Data. - Akram Farhadi; David Chen 003; Rozalina G. McCoy; Christopher Scott; John A. Miller 001; Celine M. Vachon; Che Ngufor (DSAA, 2019)

Mixed effect machine learning: A framework for predicting longitudinal change in hemoglobin A1c. - Che Ngufor; Holly Van Houten; Brian S. Caffo; Nilay D. Shah; Rozalina G. McCoy (J. Biomed. Informatics, 2019)

Annotating Chronic Pain Episodes in EHR Text: Guideline Development and Corpus Analysis. - Luke A. Carlson; Molly M. Jeffery; Sunyang Fu; Huan He; Rozalina G. McCoy; Yanshan Wang; W. M. Hooten; Jennifer L. St. Sauver; Hongfang Liu; Jungwei Fan 001 (AMIA, 2020)

Big Impact from Small Data: Unsupervised Machine Learning Approaches for Chronic Pain Patient Subgrouping. - Luke A. Carlson; Jennifer St. Sauver; Sunyang Fu; Ahmad P. Tafti; Jungwei Fan 001; Molly M. Jeffery; Rozalina G. McCoy; Hongfang Liu; Yanshan Wang (AMIA, 2020)

Classification Using Deep Transfer Learning on Structured Healthcare Data. - Ayda Farhadi; David Chen 003; Rozalina G. McCoy; Christopher Scott; Ping Ma 001; Celine M. Vachon; Jingyi Zhang 004; Che Ngufor; John A. Miller 001 (SSCI, 2023)