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

Dan Berlowitz

Rumeng Li Xun Wang Dan Berlowitz Jesse Mez Honghuang Lin Hong Yu 0001 CARE-AD: a multi-agent large language model framework for Alzheimer's disease prediction using longitudinal clinical notes. 2025 8 npj Digit. Medicine 1 https://doi.org/10.1038/s41746-025-01940-4 db/journals/npjdm/npjdm8.html#LiWBMLY25 streams/journals/npjdm

Pengshan Cai Zonghai Yao Fei Liu 0004 Dakuo Wang Meghan Reilly Huixue Zhou Lingxi Li Yi Cao Alok Kapoor Adarsha Bajracharya Dan Berlowitz Hong Yu 0001 PaniniQA: Enhancing Patient Education Through Interactive Question Answering. 1518-1536 2023 11 Trans. Assoc. Comput. Linguistics https://doi.org/10.1162/tacl_a_00616 db/journals/tacl/tacl11.html#CaiY0WRZLCKBB023

Rumeng Li Xun Wang Dan Berlowitz Brian Silver Wen Hu Heather Keating Raelene Goodwin Weisong Liu Honghuang Lin Hong Yu 0001 Early Prediction of Alzheimers Disease Leveraging Symptom Occurrences from Longitudinal Electronic Health Records of US Military Veterans. 2023 abs/2307.12369 CoRR https://doi.org/10.48550/arXiv.2307.12369 db/journals/corr/corr2307.html#abs-2307-12369

Pengshan Cai Zonghai Yao Fei Liu 0004 Dakuo Wang Meghan Reilly Huixue Zhou Lingxi Li Yi Cao Alok Kapoor Adarsha Bajracharya Dan Berlowitz Hong Yu 0001 PaniniQA: Enhancing Patient Education Through Interactive Question Answering. 2023 abs/2308.03253 CoRR https://doi.org/10.48550/arXiv.2308.03253 db/journals/corr/corr2308.html#abs-2308-03253

Pengshan Cai Fei Liu 0004 Adarsha Bajracharya Joe Sills Alok Kapoor Weisong Liu Dan Berlowitz David A. Levy Richeek Pradhan Hong Yu 0001 Generation of Patient After-Visit Summaries to Support Physicians. 6234-6247 2022 COLING https://aclanthology.org/2022.coling-1.544 conf/coling/2022 db/conf/coling/coling2022.html#Cai0BSKLBLP022

Zhichao Yang 0001 Weisong Liu Dan Berlowitz Hong Yu 0001 Enhancing the prediction of disease outcomes using electronic health records and pretrained deep learning models. 2022 abs/2212.12067 CoRR https://doi.org/10.48550/arXiv.2212.12067 db/journals/corr/corr2212.html#abs-2212-12067

Adarsha Bajracharya Pengshan Cai Yi Cao Raelene Goodwin Wen Hu Alok Kapoor Heather Keating David A. Levy Lingxi Li Rumeng Li Honghuang Lin Fei Liu 0004 Weisong Liu Jesse Mez Richeek Pradhan Meghan Reilly Joe Sills Brian Silver Dakuo Wang Xun Wang Zhichao Yang 0001 Zonghai Yao Hong Yu 0001 Huixue Zhou