Award
NIH Reporter #1R34MH141061-01A1
Machine Learning for Personalized treatments in Bipolar Disorder
Recipient
Columbia University Health Sciences
Award Amount
$595,996.00
Ceiling
$595,996.00
Awarded
August 18, 2026
Identifier
1R34MH141061-01A1
A research project funded by the National Institute of Mental Health to use machine learning on claims data to personalize treatment for bipolar disorder, aiming to improve clinical outcomes and treatment effectiveness.
Description
This project aims to identify personalized treatment regimens for individuals with bipolar disorder (BD) using machine learning techniques applied to Medicaid and Medicare claims data. The goal is to cluster individuals into longitudinal phenotypes, analyze treatment patterns, and predict outcomes to improve clinical decision-making and treatment effectiveness.