Award
National Heart, Lung, and Blood Institute 5R01HL155149-05
Generalizable prediction of medication adherence in heart failure
Recipient
New York University School of Medicine
Award Amount
$751,005.00
Ceiling
$751,005.00
Awarded
September 05, 2025
Identifier
5R01HL155149-05
NIH funded project to develop machine learning models predicting medication adherence in heart failure patients using EHR and pharmacy data, aiming for real-time clinical application.
Description
This project aims to develop machine learning algorithms to predict medication adherence among heart failure patients using electronic health record data, linked pharmacy fill data, and location-based data from large urban health systems. The models will incorporate pharmacy data, geocoded neighborhood variables, and will be validated across multiple health systems to ensure generalizability. The goal is to implement these models into EHR systems for point-of-care adherence prediction, ultimately improving clinical outcomes.