Enabling a learning healthcare system with automated computer protocols that produce replicable and personalized clinician actions. - Alan H. Morris; Brian Stagg; Michael Lanspa; James Orme; Terry P. Clemmer; Lindell K. Weaver; Frank Thomas; Colin K. Grissom; Ellie Hirshberg; Thomas D. East; Carrie Jane Wallace; Michael P. Young; et al. (J. Am. Medical Informatics Assoc., 2021)

Computer clinical decision support that automates personalized clinical care: a challenging but needed healthcare delivery strategy. - Alan H. Morris; Christopher Horvat; Brian Stagg; David W. Grainger; Michael Lanspa; James Orme; Terry P. Clemmer; Lindell K. Weaver; Frank Thomas; Colin K. Grissom; Ellie Hirshberg; Thomas D. East; et al. (J. Am. Medical Informatics Assoc., 2022)

Personalizing renal replacement therapy initiation in the intensive care unit: a reinforcement learning-based strategy with external validation on the AKIKI randomized controlled trials. - François Grolleau; François Petit; Stéphane Gaudry; Élise Diard; Jean-Pierre Quenot; Didier Dreyfuss; Viet-Thi Tran; Raphaël Porcher (J. Am. Medical Informatics Assoc., 2024)