Deep Learning-Assisted Prediction of Hearing Outcomes After Anatomically Successful Type I Tympanoplasty.

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Bibliographic Details
Title: Deep Learning-Assisted Prediction of Hearing Outcomes After Anatomically Successful Type I Tympanoplasty.
Authors: Liu TY; Department of Otolaryngology, Hsinchu Cathay General Hospital, Hsinchu, Taiwan.; Department of Biomedical Sciences and Engineering, National Central University, Taoyuan City, Taiwan., Chang HC; Institute of Population Health Sciences, National Health Research Institutes, Zhunan Township, 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, Hanoi, Vietnam., Tran TT; Department of Automation Engineering, Hanoi University of Science and Technology, Hanoi, Vietnam., Lin C; Department of Biomedical Sciences and Engineering, National Central University, Taoyuan City, Taiwan., Lo MT; Department of Biomedical Sciences and Engineering, National Central University, Taoyuan City, Taiwan.
Source: Journal of otolaryngology - head & neck surgery = Le Journal d'oto-rhino-laryngologie et de chirurgie cervico-faciale [J Otolaryngol Head Neck Surg] 2026 Jan-Dec; Vol. 55, pp. 19160216261450491. Date of Electronic Publication: 2026 Jul 07.
Publication Type: Journal Article
Journal Info: Publisher: SAGE Publications Country of Publication: United States NLM ID: 101479544 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1916-0216 (Electronic) Linking ISSN: 19160208 NLM ISO Abbreviation: J Otolaryngol Head Neck Surg Subsets: MEDLINE
Database: MEDLINE Ultimate
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Description
ISSN:1916-0216
DOI:10.1177/19160216261450491