Award
National Heart, Lung, and Blood Institute 5R01HL157879-04
COPD SUBTYPES AND EARLY PREDICTION USING INTEGRATIVE PROBABILISTIC GRAPHICAL MODELS R01HL157879
Recipient
University of Florida
Award Amount
$682,134.00
Ceiling
$682,134.00
Awarded
June 18, 2024
Identifier
5R01HL157879-04
This award funds a project to develop computational methods using probabilistic graphical models to identify COPD subtypes and predict disease progression. The project integrates multi-scale biomedical data from multiple cohorts and aims to create new predictors and datasets to improve understanding and management of COPD and other diseases.
Description
The project focuses on developing computational methods based on probabilistic graphical models to identify disease subtypes in COPD. It involves multiple cohorts and aims to produce new datasets, predictors, and models. The project is funded by the National Heart Lung and Blood Institute (NHLBI) and is part of a multi-PI team science approach. The project duration is from August 24, 2022, to June 30, 2027, with an emphasis on data integration from multi-scale biomedical data and aims to have a positive impact beyond COPD, applicable to other diseases.