Evaluating electronic health record data sources and algorithmic approaches to identify hypertensive individuals. - Teixeira, Pedro L.; Wei, Wei-Qi; Cronin, Robert M.; Mo, Huan; VanHouten, Jacob P.; Carroll, Robert J.; LaRose, Eric; Bastarache, Lisa; Rosenbloom, S. Trent; Edwards, Todd L.; Roden, Dan M.; Lasko, Thomas A.; et al. (J. Am. Medical Informatics Assoc., 2017)

Strategies for Equitable Pharmacogenomic-Guided Warfarin Dosing Among European and African American Individuals in a Clinical Population. - Wiley, Laura K.; VanHouten, Jacob P.; Samuels, David; Aldrich, Melinda; Roden, Dan M.; Peterson, Josh F.; Denny, Joshua C. (2017)

Using Abstraction to Overcome Problems of Sparsity, Irregularity, and Asynchrony in Structured Medical Data. - VanHouten, Jacob P. (2016)

The Discriminative Power of Non-Specific Laboratory Results. - VanHouten, Jacob P.; Fonnesbeck, Christopher; Matheny, Michael E.; Lasko, Thomas A. (2016)

National Veterans Health Administration inpatient risk stratification models for hospital-acquired acute kidney injury. - Cronin, Robert M.; VanHouten, Jacob P.; Siew, Edward D.; Eden, Svetlana K.; Fihn, Stephan D.; Nielson, Christopher D.; Peterson, Josh F.; Baker, Clifton R.; Ikizler, T. Alp; Speroff, Theodore; Matheny, Michael E. (J. Am. Medical Informatics Assoc., 2015)

Machine Learning for Risk Prediction of Acute Coronary Syndrome. - VanHouten, Jacob P.; Starmer, John; Lorenzi, Nancy M.; Maron, David J.; Lasko, Thomas A. (2014)

Random Forest Classification of Acute Coronary Syndromes. - VanHouten, Jacob P.; Starmer, John; Lorenzi, Nancy M.; Lasko, Thomas A. (2013)