Retrieval‑augmented large language models for depression screening and suicide risk stratification.

Saved in:
Bibliographic Details
Title: Retrieval‑augmented large language models for depression screening and suicide risk stratification.
Authors: Xie W; The Fourth School of Clinical Medicine, Nanjing Medical University, Nanjing, China.; Data Mining Ultimate (DMU) Research Team, Nanjing Medical University, Nanjing, China., Song X; The Fourth School of Clinical Medicine, Nanjing Medical University, Nanjing, China.; Department of Thoracic Surgery, Nanjing Medical University Affiliated Cancer Hospital & Jiangsu Cancer Hospital & Jiangsu Institute of Cancer Research, Nanjing, 210009, China.; Jiangsu Key Laboratory of Innovative Cancer Diagnosis & Therapeutics, Cancer Institute of Jiangsu Province, Nanjing, China., Lu Z; The First School of Clinical Medicine, Nanjing Medical University, Nanjing Medical University, Nanjing, China., Fei G; Office of Jiangsu Cancer Center, Nanjing Medical University Affiliated Cancer Hospital & Jiangsu Cancer Hospital & Jiangsu Institute of Cancer Research, Nanjing, China., Zhou Y; The Second Clinical Medical School of Nanjing Medical University, Nanjing, China.; Data Mining Ultimate (DMU) Research Team, Nanjing Medical University, Nanjing, China., Ding S; Department of Medical Imaging, Nanjing Medical University, Nanjing, China.; Data Mining Ultimate (DMU) Research Team, Nanjing Medical University, Nanjing, China., Zuo F; The Second Clinical Medical School of Nanjing Medical University, Nanjing, China.; Data Mining Ultimate (DMU) Research Team, Nanjing Medical University, Nanjing, China., Wu B; The Second Clinical Medical School of Nanjing Medical University, Nanjing, China.; Data Mining Ultimate (DMU) Research Team, Nanjing Medical University, Nanjing, China., Gu T; The Fourth School of Clinical Medicine, Nanjing Medical University, Nanjing, China.; Data Mining Ultimate (DMU) Research Team, Nanjing Medical University, Nanjing, China., Xu L; Department of Thoracic Surgery, Nanjing Medical University Affiliated Cancer Hospital & Jiangsu Cancer Hospital & Jiangsu Institute of Cancer Research, Nanjing, 210009, China.; Jiangsu Key Laboratory of Innovative Cancer Diagnosis & Therapeutics, Cancer Institute of Jiangsu Province, Nanjing, China., De X; Department of Thoracic Surgery, Nanjing Medical University Affiliated Cancer Hospital & Jiangsu Cancer Hospital & Jiangsu Institute of Cancer Research, Nanjing, 210009, China. dexiaomeng2001@163.com.; Jiangsu Key Laboratory of Innovative Cancer Diagnosis & Therapeutics, Cancer Institute of Jiangsu Province, Nanjing, China. dexiaomeng2001@163.com.; Hospital Development Management Office, Nanjing Medical University, Nanjing, China. dexiaomeng2001@163.com., Zhu B; Jiangsu Key Laboratory of Innovative Cancer Diagnosis & Therapeutics, Cancer Institute of Jiangsu Province, Nanjing, China. jszb96@163.com.; Hospital Development Management Office, Nanjing Medical University, Nanjing, China. jszb96@163.com.
Source: BMC psychiatry [BMC Psychiatry] 2026 Mar 31; Vol. 26 (1). Date of Electronic Publication: 2026 Mar 31.
Publication Type: Journal Article
Journal Info: Publisher: BioMed Central Country of Publication: England NLM ID: 100968559 Publication Model: Electronic Cited Medium: Internet ISSN: 1471-244X (Electronic) Linking ISSN: 1471244X NLM ISO Abbreviation: BMC Psychiatry Subsets: MEDLINE
Database: MEDLINE Ultimate
Description
ISSN:1471-244X
DOI:10.1186/s12888-026-07988-0