Cervi-LLM for real time colposcopy lesion detection and interpretable diagnosis.

Saved in:
Bibliographic Details
Title: Cervi-LLM for real time colposcopy lesion detection and interpretable diagnosis.
Authors: Hu Z; Department of Obstetrics and Gynecology, School of Medicine, Renji Hospital, Shanghai Jiaotong University, Shanghai, 200000, China.; Shanghai Key Laboratory of Gynecologic Oncology, School of Medicine, Renji Hospital, Shanghai Jiaotong University, Shanghai, 200000, China.; Department of Gynecologic Oncology, School of Medicine, Renji Hospital, Shanghai Jiaotong University, Shanghai, 200000, China., Ma L; Library, Shanghai Jiao Tong University, Shanghai, 200000, China., Huang S; Department of Computer Science, Shanghai Jiao Tong University, Shanghai, 200000, China., Wei Y; Department of Obstetrics and Gynecology, School of Medicine, Renji Hospital, Shanghai Jiaotong University, Shanghai, 200000, China.; Shanghai Key Laboratory of Gynecologic Oncology, School of Medicine, Renji Hospital, Shanghai Jiaotong University, Shanghai, 200000, China., Gu L; Department of Obstetrics and Gynecology, School of Medicine, Renji Hospital, Shanghai Jiaotong University, Shanghai, 200000, China.; Shanghai Key Laboratory of Gynecologic Oncology, School of Medicine, Renji Hospital, Shanghai Jiaotong University, Shanghai, 200000, China., Hong Z; Department of Obstetrics and Gynecology, School of Medicine, Renji Hospital, Shanghai Jiaotong University, Shanghai, 200000, China.; Shanghai Key Laboratory of Gynecologic Oncology, School of Medicine, Renji Hospital, Shanghai Jiaotong University, Shanghai, 200000, China., Ding Y; Department of Computer Science, Shanghai Jiao Tong University, Shanghai, 200000, China., Wu A; Department of Obstetrics and Gynecology, School of Medicine, Renji Hospital, Shanghai Jiaotong University, Shanghai, 200000, China.; Shanghai Key Laboratory of Gynecologic Oncology, School of Medicine, Renji Hospital, Shanghai Jiaotong University, Shanghai, 200000, China., Di W; Department of Obstetrics and Gynecology, School of Medicine, Renji Hospital, Shanghai Jiaotong University, Shanghai, 200000, China.; Shanghai Key Laboratory of Gynecologic Oncology, School of Medicine, Renji Hospital, Shanghai Jiaotong University, Shanghai, 200000, China.; State Key Laboratory of Oncogenes and Related Genes, School of Medicine, Shanghai Cancer Institute, Renji Hospital, Shanghai Jiaotong University, Shanghai, 200000, China., Lu H; Department of Computer Science, Shanghai Jiao Tong University, Shanghai, 200000, China. htlu@sjtu.edu.cn., Qiu L; Department of Obstetrics and Gynecology, School of Medicine, Renji Hospital, Shanghai Jiaotong University, Shanghai, 200000, China. lilyqiulh@126.com.; Shanghai Key Laboratory of Gynecologic Oncology, School of Medicine, Renji Hospital, Shanghai Jiaotong University, Shanghai, 200000, China. lilyqiulh@126.com.; State Key Laboratory of Oncogenes and Related Genes, School of Medicine, Shanghai Cancer Institute, Renji Hospital, Shanghai Jiaotong University, Shanghai, 200000, China. lilyqiulh@126.com.
Source: Scientific reports [Sci Rep] 2026 May 15; Vol. 16 (1). Date of Electronic Publication: 2026 May 15.
Publication Type: Journal Article
Journal Info: Publisher: Nature Publishing Group Country of Publication: England NLM ID: 101563288 Publication Model: Electronic Cited Medium: Internet ISSN: 2045-2322 (Electronic) Linking ISSN: 20452322 NLM ISO Abbreviation: Sci Rep Subsets: MEDLINE
Database: MEDLINE Ultimate
Description
ISSN:2045-2322
DOI:10.1038/s41598-026-52432-8