AI Machine Learning & Predictive Analytics in Mental &…

4 Machine Learning & Predictive Analytics applications in Mental & Behavioral Health medicine. Case studies, results, and vendor analysis.

4
Case Studies
0
Vendors

Case Studies

U
University of Hawaiʻi at Mānoa
University of Hawaiʻi at Mānoa applies Random Forest ML to 7.9M treatment records to identify substance use recovery predictors
Mental & Behavioral HealthClinical Trials & ResearchMachine Learning & Predictive Analytics
D
Douglas Mental Health University Institute
AID-ME cluster RCT: Aifred Health deep-learning CDSS tested for personalized depression treatment selection across psychiatric sites
Mental & Behavioral HealthClinical Decision SupportMachine Learning & Predictive Analytics
L
Lyra Health
Lyra Health AI provider-matching algorithm cuts mental health care costs 20% while maintaining clinical outcomes
Mental & Behavioral HealthMental Health & Digital TherapeuticsMachine Learning & Predictive Analytics
D
Douglas Mental Health University Institute (McGill University) — multicenter trial across 9 sites
AI clinical decision support system achieves 28.6% MDD remission rate vs 0% in active-control group across multicenter randomized trial
Mental & Behavioral HealthClinical Decision SupportMachine Learning & Predictive Analytics

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