Pretrained patient trajectories for adverse drug event prediction using common data model-based electronic health records

Abstract Background Pretraining electronic health record (EHR) data using language models has enhanced performance across various medical tasks. Despite the potential of EHR pretraining models, predicting adverse drug events (ADEs) using EHR pretraining models has not been explored. Methods We used...

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Bibliographic Details
Main Authors: Junmo Kim, Joo Seong Kim, Ji-Hyang Lee, Min-Gyu Kim, Taehyun Kim, Chaeeun Cho, Rae Woong Park, Kwangsoo Kim
Format: Article
Language:English
Published: Nature Portfolio 2025-06-01
Series:Communications Medicine
Online Access:https://doi.org/10.1038/s43856-025-00914-7
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