Towards Outcome-Driven Patient Subgroups: A Machine Learning Analysis Across Six Depression Treatment Studies
David Benrimoh, Akiva Kleinerman, Toshi A. Furukawa, Charles F. Reynolds, Eric J. Lenze, Jordan F. Karp, Benoit H. Mulsant, Caitrin Armstrong, Joseph Mehltretter, Robert Fratila, Kelly Perlman, Sonia Israel, Christina Popescu, Grace Golden, Sabrina Qassim, Alexandra Anacleto, Myriam Tanguay-Sela, Adam Kapelner, Ariel Rosenfeld, Gustavo Turecki
Topics & Concepts
InterpretabilityPopulationReceiver operating characteristicMajor depressive disorderDepression (economics)Machine learningMedicineArtificial intelligenceClinical PracticeClinical psychologyComputer sciencePhysical therapyEnvironmental healthMoodMacroeconomicsEconomicsTreatment of Major DepressionMental Health Research TopicsDigital Mental Health Interventions