Award
National Heart, Lung, and Blood Institute 5R01HL171376-03
Predicting Post-Covid Pulmonary Fibrosis with Explainable Deep Learning and Optimal Biomarker Discovery
Recipient
Northwestern University
Award Amount
$693,398.00
Ceiling
$693,398.00
Awarded
July 09, 2026
Identifier
5R01HL171376-03
NIH funded research project at Northwestern University to develop deep learning methods for predicting post-COVID pulmonary fibrosis using multimodal data.
Description
This project aims to develop explainable deep learning algorithms to predict post-COVID pulmonary fibrosis using multimodal data, including imaging and electronic health records, from multiple centers. The project is funded by NIH and involves collaboration with Northwestern University and other institutions.