Generalization in Clinical Prediction Models: The Blessing and Curse of Measurement Indicator Variables

by Joseph Futoma, PhD, Morgan Simons, MD, Finale Doshi-Velez, PhD, Rishikesan Kamaleswaran, PhD
Published 2021-07-01

How machine-learning recommendations influence clinician treatment selections: the example of the antidepressant selection

by Maia Jacobs, Melanie F. Pradier, Thomas H. McCoy, Roy H. Perlis, Finale Doshi-Velez, Krzysztof Z. Gajos
Published 2021-02-01

Improving counterfactual reasoning with kernelised dynamic mixing models.

by Sonali Parbhoo, Omer Gottesman, Andrew Slavin Ross, Matthieu Komorowski, Aldo Faisal, Isabella Bon, Volker Roth, Finale Doshi-Velez
Published 2018-01-01

Electronic Health Record Based Algorithm to Identify Patients with Autism Spectrum Disorder.

by Todd Lingren, Pei Chen, Joseph Bochenek, Finale Doshi-Velez, Patty Manning-Courtney, Julie Bickel, Leah Wildenger Welchons, Judy Reinhold, Nicole Bing, Yizhao Ni, William Barbaresi, Frank Mentch, Melissa Basford, Joshua Denny, Lyam Vazquez, Cassandra Perry, Bahram Namjou, Haijun Qiu, John Connolly, Debra Abrams, Ingrid A Holm, Beth A Cobb, Nataline Lingren, Imre Solti, Hakon Hakonarson, Isaac S Kohane, John Harley, Guergana Savova
Published 2016-01-01