Transformer patient embedding using electronic health records enables patient stratification and progression analysis

Abstract Current studies regarding the secondary use of electronic health records (EHR) predominantly rely on domain expertise and existing medical knowledge. A powerful representation approach can unleash the potential of discovering new medical patterns underlying the EHR. Here, we introduce an un...

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Bibliographic Details
Main Authors: Su Xian, Monika E. Grabowska, Iftikhar J. Kullo, Yuan Luo, Jordan W. Smoller, Theresa L. Walunas, Wei-Qi Wei, Gail P. Jarvik, Sean D. Mooney, David R. Crosslin
Format: Article
Language:English
Published: Nature Portfolio 2025-08-01
Series:npj Digital Medicine
Online Access:https://doi.org/10.1038/s41746-025-01872-z
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