Hybrid deep learning ensemble model for detecting small to medium rotator cuff tears from shoulder radiographs.

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Bibliographic Details
Title: Hybrid deep learning ensemble model for detecting small to medium rotator cuff tears from shoulder radiographs.
Authors: Jhan SW; Doctoral Degree Program in Biomedical Engineering, College of Medicine, Kaohsiung Medical University, Kaohsiung, Taiwan. abc770723@gmail.com0.; Department of Orthopedic Surgery, Kaohsiung Chang Gung Memorial Hospital, Kaohsiung, Taiwan. abc770723@gmail.com0.; Chang Gung University College of Medicine, Kaohsiung, Taiwan. abc770723@gmail.com0., Huang TH; Department of Computer Science and Information Engineering, National Penghu University of Science and Technology, Penghu, Taiwan., Cheng JH; Chang Gung University College of Medicine, Kaohsiung, Taiwan.; Center for Shockwave Medicine and Tissue Engineering, Medical Research, Kaohsiung Chang Gung Memorial Hospital, Kaohsiung, Taiwan., Wu KT; Department of Orthopedic Surgery, Kaohsiung Chang Gung Memorial Hospital, Kaohsiung, Taiwan.; Chang Gung University College of Medicine, Kaohsiung, Taiwan., Chou WY; Department of Orthopedic Surgery, Kaohsiung Chang Gung Memorial Hospital, Kaohsiung, Taiwan.; Chang Gung University College of Medicine, Kaohsiung, Taiwan., Tsai JT; Department of Computer Science and Artificial Intelligence, National Pingtung University, No. 4-18, Minsheng Rd., Pingtung, 900391, Taiwan.; Department of Healthcare Administration and Medical Informatics, Kaohsiung Medical University, Kaohsiung, Taiwan., Ho WH; Department of Fragrance and Cosmetic Science, Kaohsiung Medical University, No. 100, Shiquan 1st Rd., Kaohsiung, 807378, Taiwan.; Precision Sports Medicine and Health Promotion Center, Kaohsiung Medical University, Kaohsiung, Taiwan.; College of Professional Studies, National Pingtung University of Science and Technology, Pingtung, Taiwan.; Department of Medical Research, Kaohsiung Medical University Hospital, Kaohsiung, Taiwan.
Source: Journal of orthopaedic surgery and research [J Orthop Surg Res] 2026 Jun 16. Date of Electronic Publication: 2026 Jun 16.
Publication Type: Journal Article
Journal Info: Publisher: BioMed Central Country of Publication: England NLM ID: 101265112 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1749-799X (Electronic) Linking ISSN: 1749799X NLM ISO Abbreviation: J Orthop Surg Res Subsets: MEDLINE
Database: MEDLINE Ultimate
Description
ISSN:1749-799X
DOI:10.1186/s13018-026-06890-5