Towards clinical-level interpretation of dental panoramic radiography using an instance-guided vision-language model.

Saved in:
Bibliographic Details
Title: Towards clinical-level interpretation of dental panoramic radiography using an instance-guided vision-language model.
Authors: Zhu Q; State Key Laboratory of Oral & Maxillofacial Reconstruction and Regeneration, Key Laboratory of Oral Biomedicine Ministry of Education, Hubei Key Laboratory of Stomatology, School & Hospital of Stomatology, Wuhan University, Wuhan, China., Lin Y; State Key Laboratory of Oral & Maxillofacial Reconstruction and Regeneration, Key Laboratory of Oral Biomedicine Ministry of Education, Hubei Key Laboratory of Stomatology, School & Hospital of Stomatology, Wuhan University, Wuhan, China.; Department of Cariology and Endodontics, School and Hospital of Stomatology, Wuhan University, Wuhan, China., Fu W; State Key Laboratory of Oral & Maxillofacial Reconstruction and Regeneration, Key Laboratory of Oral Biomedicine Ministry of Education, Hubei Key Laboratory of Stomatology, School & Hospital of Stomatology, Wuhan University, Wuhan, China.; Department of Cariology and Endodontics, School and Hospital of Stomatology, Wuhan University, Wuhan, China., Tang W; State Key Laboratory of Oral & Maxillofacial Reconstruction and Regeneration, Key Laboratory of Oral Biomedicine Ministry of Education, Hubei Key Laboratory of Stomatology, School & Hospital of Stomatology, Wuhan University, Wuhan, China.; Department of Cariology and Endodontics, School and Hospital of Stomatology, Wuhan University, Wuhan, China., Li J; State Key Laboratory of Oral & Maxillofacial Reconstruction and Regeneration, Key Laboratory of Oral Biomedicine Ministry of Education, Hubei Key Laboratory of Stomatology, School & Hospital of Stomatology, Wuhan University, Wuhan, China.; Department of Cariology and Endodontics, School and Hospital of Stomatology, Wuhan University, Wuhan, China., Zhang Y; State Key Laboratory of Oral & Maxillofacial Reconstruction and Regeneration, Key Laboratory of Oral Biomedicine Ministry of Education, Hubei Key Laboratory of Stomatology, School & Hospital of Stomatology, Wuhan University, Wuhan, China.; Department of Cariology and Endodontics, School and Hospital of Stomatology, Wuhan University, Wuhan, China., Li B; State Key Laboratory of Oral & Maxillofacial Reconstruction and Regeneration, Key Laboratory of Oral Biomedicine Ministry of Education, Hubei Key Laboratory of Stomatology, School & Hospital of Stomatology, Wuhan University, Wuhan, China.; Department of Oral Radiology, School and Hospital of Stomatology, Wuhan University, Wuhan, China., Guo X; State Key Laboratory of Oral & Maxillofacial Reconstruction and Regeneration, Key Laboratory of Oral Biomedicine Ministry of Education, Hubei Key Laboratory of Stomatology, School & Hospital of Stomatology, Wuhan University, Wuhan, China.; Department of Oral Radiology, School and Hospital of Stomatology, Wuhan University, Wuhan, China., Wang F; State Key Laboratory of Oral & Maxillofacial Reconstruction and Regeneration, Key Laboratory of Oral Biomedicine Ministry of Education, Hubei Key Laboratory of Stomatology, School & Hospital of Stomatology, Wuhan University, Wuhan, China.; Department of Oral Radiology, School and Hospital of Stomatology, Wuhan University, Wuhan, China., Qi H; Department of Information Center, School and Hospital of Stomatology, Wuhan University, Wuhan, China., Sun C; The Affiliated Yantai Stomatological Hospital, Binzhou Medical University, Yantai, China.; Yantai Engineering Research Center for Digital Technology of Stomatology, Binzhou Medical University, Yantai, China.; Characteristic Laboratories of Colleges and Universities in Shandong Province for Digital Stomatology, Binzhou Medical University, Yantai, China., Zhu X; The Affiliated Yantai Stomatological Hospital, Binzhou Medical University, Yantai, China.; Yantai Engineering Research Center for Digital Technology of Stomatology, Binzhou Medical University, Yantai, China.; Characteristic Laboratories of Colleges and Universities in Shandong Province for Digital Stomatology, Binzhou Medical University, Yantai, China., Liu Z; The Affiliated Yantai Stomatological Hospital, Binzhou Medical University, Yantai, China.; Yantai Engineering Research Center for Digital Technology of Stomatology, Binzhou Medical University, Yantai, China.; Characteristic Laboratories of Colleges and Universities in Shandong Province for Digital Stomatology, Binzhou Medical University, Yantai, China., He L; Department of Stomatology, Renmin Hospital, Hubei University of Medicine, Shiyan, China., Zheng Z; The Affiliated Stomatological Hospital, School of Stomatology, Jiangxi Medical College, Nanchang University, Nanchang, China.; Jiangxi Province Key Laboratory of Oral Diseases, Jiangxi Province Clinical Research Center for Oral Diseases, Nanchang, China., Du B; School of Computer Science, Wuhan University, Wuhan, China., Yang J; Division of Oral and Maxillofacial Radiology, Kornberg School of Dentistry, Temple University, Philadelphia, PA, USA., Bian Z; State Key Laboratory of Oral & Maxillofacial Reconstruction and Regeneration, Key Laboratory of Oral Biomedicine Ministry of Education, Hubei Key Laboratory of Stomatology, School & Hospital of Stomatology, Wuhan University, Wuhan, China.; Department of Cariology and Endodontics, School and Hospital of Stomatology, Wuhan University, Wuhan, China., Meng L; State Key Laboratory of Oral & Maxillofacial Reconstruction and Regeneration, Key Laboratory of Oral Biomedicine Ministry of Education, Hubei Key Laboratory of Stomatology, School & Hospital of Stomatology, Wuhan University, Wuhan, China. mengliuyan@whu.edu.cn.; Department of Cariology and Endodontics, School and Hospital of Stomatology, Wuhan University, Wuhan, China. mengliuyan@whu.edu.cn.
Source: Nature biomedical engineering [Nat Biomed Eng] 2026 Jun 25. Date of Electronic Publication: 2026 Jun 25.
Publication Type: Journal Article
Journal Info: Publisher: Springer Nature Country of Publication: England NLM ID: 101696896 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 2157-846X (Electronic) Linking ISSN: 2157846X NLM ISO Abbreviation: Nat Biomed Eng Subsets: MEDLINE
Database: MEDLINE Ultimate
Description
ISSN:2157-846X
DOI:10.1038/s41551-026-01713-8