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AI-Assisted Detection Support for Middle Ear Diseases Using Multimodal Large Language Models.

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Title: AI-Assisted Detection Support for Middle Ear Diseases Using Multimodal Large Language Models.
Authors: Chu YC; Department of Information Management, Taipei Veterans General Hospital, Taipei, Taiwan.; Department of Information Management, National Taipei University of Nursing and Health Sciences, Taipei, Taiwan., Lin KH; Department of Information Management, Taipei Veterans General Hospital, Taipei, Taiwan.; Department of Information Management, National Taipei University of Nursing and Health Sciences, Taipei, Taiwan., Chou YC; Taipei Wego Private Senior High School, Taipei, Taiwan., Huang YA; Taipei Wego Private Senior High School, Taipei, Taiwan., Chen YC; Department of Otorhinolaryngology-Head and Neck Surgery, Taipei Veterans General Hospital, Taipei, Taiwan.; Department of Otorhinolaryngology, Kaohsiung Show Chwan Memorial Hospital, Kaohsiung, Taiwan.; Institute of Brain Science, National Yang Ming Chiao Tung University, Taipei, Taiwan., Chen CH; Department of Otorhinolaryngology-Head and Neck Surgery, Taipei Veterans General Hospital, Taipei, Taiwan.; Department of Otolaryngology, National Yang Ming Chiao Tung University, Taipei, Taiwan.; Department of Otorhinolaryngology, Kaohsiung Show Chwan Memorial Hospital, Kaohsiung, Taiwan.; Institute of Brain Science, National Yang Ming Chiao Tung University, Taipei, Taiwan., Hsu CY; Department of Information Management, National Taipei University of Nursing and Health Sciences, Taipei, Taiwan.; Master Program in Global Health and Health Security, College of Public Health, Taipei Medical University, Taipei, Taiwan., Cheng YF; Department of Otorhinolaryngology-Head and Neck Surgery, Taipei Veterans General Hospital, Taipei, Taiwan.; Institute of Brain Science, National Yang Ming Chiao Tung University, Taipei, Taiwan.; Department of Medical Research, Taipei Veterans General Hospital, Taipei 112, Taiwan., Liao WH; Department of Otorhinolaryngology-Head and Neck Surgery, Taipei Veterans General Hospital, Taipei, Taiwan.; Faculty of Medicine, National Yang Ming Chiao Tung University, Taipei 112, Taiwan., Kuo CT; Department of Information Management, Taipei Veterans General Hospital, Taipei, Taiwan.; Department of Information Management, National Taipei University of Nursing and Health Sciences, Taipei, Taiwan.
Source: Studies in health technology and informatics [Stud Health Technol Inform] 2025 Aug 07; Vol. 329, pp. 1059-1063.
Publication Type: Journal Article
Journal Info: Publisher: IOS Press Country of Publication: Netherlands NLM ID: 9214582 Publication Model: Print Cited Medium: Internet ISSN: 1879-8365 (Electronic) Linking ISSN: 09269630 NLM ISO Abbreviation: Stud Health Technol Inform Subsets: MEDLINE
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  Data: <searchLink fieldCode="AU" term="%22Chu+YC%22">Chu YC</searchLink>; Department of Information Management, Taipei Veterans General Hospital, Taipei, Taiwan.; Department of Information Management, National Taipei University of Nursing and Health Sciences, Taipei, Taiwan.<br /><searchLink fieldCode="AU" term="%22Lin+KH%22">Lin KH</searchLink>; Department of Information Management, Taipei Veterans General Hospital, Taipei, Taiwan.; Department of Information Management, National Taipei University of Nursing and Health Sciences, Taipei, Taiwan.<br /><searchLink fieldCode="AU" term="%22Chou+YC%22">Chou YC</searchLink>; Taipei Wego Private Senior High School, Taipei, Taiwan.<br /><searchLink fieldCode="AU" term="%22Huang+YA%22">Huang YA</searchLink>; Taipei Wego Private Senior High School, Taipei, Taiwan.<br /><searchLink fieldCode="AU" term="%22Chen+YC%22">Chen YC</searchLink>; Department of Otorhinolaryngology-Head and Neck Surgery, Taipei Veterans General Hospital, Taipei, Taiwan.; Department of Otorhinolaryngology, Kaohsiung Show Chwan Memorial Hospital, Kaohsiung, Taiwan.; Institute of Brain Science, National Yang Ming Chiao Tung University, Taipei, Taiwan.<br /><searchLink fieldCode="AU" term="%22Chen+CH%22">Chen CH</searchLink>; Department of Otorhinolaryngology-Head and Neck Surgery, Taipei Veterans General Hospital, Taipei, Taiwan.; Department of Otolaryngology, National Yang Ming Chiao Tung University, Taipei, Taiwan.; Department of Otorhinolaryngology, Kaohsiung Show Chwan Memorial Hospital, Kaohsiung, Taiwan.; Institute of Brain Science, National Yang Ming Chiao Tung University, Taipei, Taiwan.<br /><searchLink fieldCode="AU" term="%22Hsu+CY%22">Hsu CY</searchLink>; Department of Information Management, National Taipei University of Nursing and Health Sciences, Taipei, Taiwan.; Master Program in Global Health and Health Security, College of Public Health, Taipei Medical University, Taipei, Taiwan.<br /><searchLink fieldCode="AU" term="%22Cheng+YF%22">Cheng YF</searchLink>; Department of Otorhinolaryngology-Head and Neck Surgery, Taipei Veterans General Hospital, Taipei, Taiwan.; Institute of Brain Science, National Yang Ming Chiao Tung University, Taipei, Taiwan.; Department of Medical Research, Taipei Veterans General Hospital, Taipei 112, Taiwan.<br /><searchLink fieldCode="AU" term="%22Liao+WH%22">Liao WH</searchLink>; Department of Otorhinolaryngology-Head and Neck Surgery, Taipei Veterans General Hospital, Taipei, Taiwan.; Faculty of Medicine, National Yang Ming Chiao Tung University, Taipei 112, Taiwan.<br /><searchLink fieldCode="AU" term="%22Kuo+CT%22">Kuo CT</searchLink>; Department of Information Management, Taipei Veterans General Hospital, Taipei, Taiwan.; Department of Information Management, National Taipei University of Nursing and Health Sciences, Taipei, Taiwan.
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        Value: 10.3233/SHTI251001
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            – D: 07
              M: 08
              Text: 2025 Aug 07
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