@gauravsharmaphd.bsky.social
Our latest publication in JAMA Network Open: a hybrid ML model leveraging UNOS data to estimate long-term lung transplant risk.
#MedicalAI #SharmaLab #UTSW
#MedicalAI #SharmaLab #UTSW
This hybrid #Machinelearning model uses UNOS data to predict long-term risk after lung transplant with a 9-variable score that shows clinical utility for shared decision-making, and is currently available as a web-based tool. ja.ma/48B5Tx8
February 1, 2026 at 8:46 PM
Our latest publication in JAMA Network Open: a hybrid ML model leveraging UNOS data to estimate long-term lung transplant risk.
#MedicalAI #SharmaLab #UTSW
#MedicalAI #SharmaLab #UTSW
Reposted
This prognostic study uses United Network for Organ Sharing data to develop, validate, and assess the clinical utility of an interpretable hybrid machine learning model to predict time to death or retransplant at 1, 5, and 10 years after a lung transplant. #JAMANetworkOpen
Development and Validation of a Hybrid Machine Learning Model to Predict Lung Transplant Outcomes
Nov 25, 2025 MedicalScholarlyArticle by Gaurav Sharma, PhD, MBA
jamanetwork.com
November 27, 2025 at 2:24 PM
This prognostic study uses United Network for Organ Sharing data to develop, validate, and assess the clinical utility of an interpretable hybrid machine learning model to predict time to death or retransplant at 1, 5, and 10 years after a lung transplant. #JAMANetworkOpen