Enhancing EHR-based pancreatic cancer prediction with LLM-derived embeddings

Abstract Pancreatic cancer (PC) is often diagnosed late, as early symptoms and effective screening tools are lacking, and genetic or familial factors explain only ~10% of cases. Leveraging longitudinal electronic health record (EHR) data may offer a promising avenue for early detection. We developed...

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Bibliographic Details
Main Authors: Jiheum Park, Jason Patterson, Jose M. Acitores Cortina, Tian Gu, Chin Hur, Nicholas Tatonetti
Format: Article
Language:English
Published: Nature Portfolio 2025-07-01
Series:npj Digital Medicine
Online Access:https://doi.org/10.1038/s41746-025-01869-8
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