CARE-AD: a multi-agent large language model framework for Alzheimer’s disease prediction using longitudinal clinical notes

Abstract Large language models (LLMs) have shown promising capabilities across diverse domains, yet their application to complex clinical prediction tasks remains limited. In this study, we present CARE-AD (Collaborative Analysis and Risk Evaluation for Alzheimer’s Disease), a multi-agent LLM-based...

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Bibliographic Details
Main Authors: Rumeng Li, Xun Wang, Dan Berlowitz, Jesse Mez, Honghuang Lin, Hong Yu
Format: Article
Language:English
Published: Nature Portfolio 2025-08-01
Series:npj Digital Medicine
Online Access:https://doi.org/10.1038/s41746-025-01940-4
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