Deep Learning-Assisted Prediction of Air-Bone Gap Using Tympanic Membrane Perforation Image Features.

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Title: Deep Learning-Assisted Prediction of Air-Bone Gap Using Tympanic Membrane Perforation Image Features.
Authors: Liu TY; Department of Otolaryngology, Hsinchu Cathay General Hospital, Hsinchu, Taiwan.; Department of Biomedical Sciences and Engineering, National Central University, Taoyuan, Taiwan., Chang HC; Institute of Population Health Sciences, National Health Research Institutes, Miaoli County, Taiwan., Wang PC; Department of Otolaryngology, Cathay General Hospital, Taipei, Taiwan.; School of Medicine, Fu-Jen Catholic University, New Taipei City, Taiwan., Hsu SY; Department of Otolaryngology, Cathay General Hospital, Taipei, Taiwan.; School of Medicine, Fu-Jen Catholic University, New Taipei City, Taiwan.; School of Medicine, National Tsing Hua University, Hsinchu, Taiwan., Fang TY; Department of Otolaryngology, Cathay General Hospital, Taipei, Taiwan.; School of Medicine, Fu-Jen Catholic University, New Taipei City, Taiwan.; Department of Otolaryngology, Sijhih Cathay General Hospital, New Taipei City, Taiwan., Pham VT; Department of Automation Engineering, Hanoi University of Science and Technology, Vietnam., Tran TT; Department of Automation Engineering, Hanoi University of Science and Technology, Vietnam., Lin C; Department of Biomedical Sciences and Engineering, National Central University, Taoyuan, Taiwan., Lo MT; Department of Biomedical Sciences and Engineering, National Central University, Taoyuan, Taiwan.
Source: Otolaryngology--head and neck surgery : official journal of American Academy of Otolaryngology-Head and Neck Surgery [Otolaryngol Head Neck Surg] 2026 Feb; Vol. 174 (2), pp. 403-412. Date of Electronic Publication: 2025 Nov 18.
Publication Type: Journal Article
Journal Info: Publisher: Wiley Country of Publication: England NLM ID: 8508176 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1097-6817 (Electronic) Linking ISSN: 01945998 NLM ISO Abbreviation: Otolaryngol Head Neck Surg Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: Deep Learning-Assisted Prediction of Air-Bone Gap Using Tympanic Membrane Perforation Image Features.
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  Data: <searchLink fieldCode="AU" term="%22Liu+TY%22">Liu TY</searchLink>; Department of Otolaryngology, Hsinchu Cathay General Hospital, Hsinchu, Taiwan.; Department of Biomedical Sciences and Engineering, National Central University, Taoyuan, Taiwan.<br /><searchLink fieldCode="AU" term="%22Chang+HC%22">Chang HC</searchLink>; Institute of Population Health Sciences, National Health Research Institutes, Miaoli County, Taiwan.<br /><searchLink fieldCode="AU" term="%22Wang+PC%22">Wang PC</searchLink>; Department of Otolaryngology, Cathay General Hospital, Taipei, Taiwan.; School of Medicine, Fu-Jen Catholic University, New Taipei City, Taiwan.<br /><searchLink fieldCode="AU" term="%22Hsu+SY%22">Hsu SY</searchLink>; Department of Otolaryngology, Cathay General Hospital, Taipei, Taiwan.; School of Medicine, Fu-Jen Catholic University, New Taipei City, Taiwan.; School of Medicine, National Tsing Hua University, Hsinchu, Taiwan.<br /><searchLink fieldCode="AU" term="%22Fang+TY%22">Fang TY</searchLink>; Department of Otolaryngology, Cathay General Hospital, Taipei, Taiwan.; School of Medicine, Fu-Jen Catholic University, New Taipei City, Taiwan.; Department of Otolaryngology, Sijhih Cathay General Hospital, New Taipei City, Taiwan.<br /><searchLink fieldCode="AU" term="%22Pham+VT%22">Pham VT</searchLink>; Department of Automation Engineering, Hanoi University of Science and Technology, Vietnam.<br /><searchLink fieldCode="AU" term="%22Tran+TT%22">Tran TT</searchLink>; Department of Automation Engineering, Hanoi University of Science and Technology, Vietnam.<br /><searchLink fieldCode="AU" term="%22Lin+C%22">Lin C</searchLink>; Department of Biomedical Sciences and Engineering, National Central University, Taoyuan, Taiwan.<br /><searchLink fieldCode="AU" term="%22Lo+MT%22">Lo MT</searchLink>; Department of Biomedical Sciences and Engineering, National Central University, Taoyuan, Taiwan.
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  Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22Wiley%22">Wiley </searchLink><i>Country of Publication: </i>England <i>NLM ID: </i>8508176 <i>Publication Model: </i>Print-Electronic <i>Cited Medium: </i>Internet <i>ISSN: </i>1097-6817 (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2201945998%22">01945998 </searchLink><i>NLM ISO Abbreviation: </i>Otolaryngol Head Neck Surg <i>Subsets: </i>MEDLINE
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        Value: 10.1002/ohn.70074
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      – Code: eng
        Text: English
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        StartPage: 403
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      – TitleFull: Deep Learning-Assisted Prediction of Air-Bone Gap Using Tympanic Membrane Perforation Image Features.
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              Text: 2026 Feb
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            – TitleFull: Otolaryngology--head and neck surgery : official journal of American Academy of Otolaryngology-Head and Neck Surgery
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