Award
National Heart, Lung, and Blood Institute 1R21HL184309-01
Probabilistic and Explainable Machine Learning Methods for the Prediction of Technical Success and Stroke Outcomes Following Mechanical Thrombectomy
Recipient
Northwestern University
Award Amount
$120,000.00
Ceiling
$120,000.00
Awarded
July 22, 2026
Identifier
1R21HL184309-01
Development of probabilistic and explainable machine learning models to predict stroke outcomes following mechanical thrombectomy, enhancing clinical decision-making.
Description
This project aims to leverage the NeuroVascular Quality Initiative – Quality Outcomes Database to develop probabilistic machine learning models to predict mechanical thrombectomy procedural success and clinical outcomes, using Explainable AI to identify key predictors.