A machine learning model for identifying patients at risk for wild-type transthyretin amyloid cardiomyopathy

oleh: Ahsan Huda, Adam CastaƱo, Anindita Niyogi, Jennifer Schumacher, Michelle Stewart, Marianna Bruno, Mo Hu, Faraz S. Ahmad, Rahul C. Deo, Sanjiv J. Shah

Format: Article
Diterbitkan: Nature Portfolio 2021-05-01

Deskripsi

Transthyretin amyloid cardiomyopathy is a treatable but often unrecognized cause of heart failure. We derived and validated a machine learning model based on medical diagnostic codes that identifies heart failure patients at risk for wild-type transthyretin amyloid cardiomyopathy.