Detecting the impact of subject characteristics on machine learning-based diagnostic applications
Journal: NPJ Digital Medicine
Authors: Elias Chaibub Neto, Abhishek Pratap, Thanneer M. Perumal, Meghasyam Tummalacherla, Phil Snyder, Brian M. Bot, Andrew D. Trister, Stephen H. Friend, Lara Mangravite and Larsson Omberg
Indicators of retention in remote digital health studies: A cross-study evaluation of 100,000 participants
Preprint: arXiv:1910.01165 [stat.AP]
Authors: Abhishek Pratap, Elias Chaibub Neto, Phil Snyder, Carl Stepnowsky, Noémie Elhadad, Daniel Grant, Matthew H. Mohebbi, Sean Mooney, Christine Suver, John Wilbanks, Lara Mangravite, Patrick Heagerty, Pat Arean, Larsson Omberg
Reproducible biomedical benchmarking in the cloud: lessons from crowd-sourced data challenges
Journal: Genome Biology
Authors: Kyle Ellrott, Alex Buchanan, Allison Creason, Michael Mason, Thomas Schaffter, Bruce Hoff, James Eddy, John M. Chilton, Thomas Yu, Joshua M. Stuart, Julio Saez-Rodriguez, Gustavo Stolovitzky, Paul C. Boutros, Justin Guinney
