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Deep Learning for Ultrasound Classification to Identify Noninvasive Follicular Thyroid Neoplasms with Papillary-Like Nuclear Features.

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Title: Deep Learning for Ultrasound Classification to Identify Noninvasive Follicular Thyroid Neoplasms with Papillary-Like Nuclear Features.
Authors: Chien IH; School of Medicine, College of Medicine, Chang Gung University, Taoyuan, Taiwan., Hsu YC; Department of Biomedical Sciences and Engineering, National Central University, Taoyuan, Taiwan.; Center for Astronautical Physics and Engineering, National Central University, Taoyuan, Taiwan.; Department of Medical Research, Cathay General Hospital, Taipei, Taiwan., Cheng SP; Department of Surgery, MacKay Memorial Hospital, 92, Chung-Shan North Road, Section 2, Taipei, 104217, Taiwan. surg.mmh@gmail.com.; Department of Medicine, College of Medicine, MacKay Medical University, New Taipei City, Taiwan. surg.mmh@gmail.com.; Institute of Biomedical Sciences, College of Medicine, MacKay Medical University, New Taipei City, Taiwan. surg.mmh@gmail.com.
Source: Journal of imaging informatics in medicine [J Imaging Inform Med] 2026 Jan 13. Date of Electronic Publication: 2026 Jan 13.
Publication Type: Journal Article
Journal Info: Publisher: Springer Nature Country of Publication: Switzerland NLM ID: 9918663679206676 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 2948-2933 (Electronic) Linking ISSN: 29482925 NLM ISO Abbreviation: J Imaging Inform Med Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: <searchLink fieldCode="AU" term="%22Chien+IH%22">Chien IH</searchLink>; School of Medicine, College of Medicine, Chang Gung University, Taoyuan, Taiwan.<br /><searchLink fieldCode="AU" term="%22Hsu+YC%22">Hsu YC</searchLink>; Department of Biomedical Sciences and Engineering, National Central University, Taoyuan, Taiwan.; Center for Astronautical Physics and Engineering, National Central University, Taoyuan, Taiwan.; Department of Medical Research, Cathay General Hospital, Taipei, Taiwan.<br /><searchLink fieldCode="AU" term="%22Cheng+SP%22">Cheng SP</searchLink>; Department of Surgery, MacKay Memorial Hospital, 92, Chung-Shan North Road, Section 2, Taipei, 104217, Taiwan. surg.mmh@gmail.com.; Department of Medicine, College of Medicine, MacKay Medical University, New Taipei City, Taiwan. surg.mmh@gmail.com.; Institute of Biomedical Sciences, College of Medicine, MacKay Medical University, New Taipei City, Taiwan. surg.mmh@gmail.com.
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  Data: <searchLink fieldCode="JN" term="%229918663679206676%22">Journal of imaging informatics in medicine</searchLink> [J Imaging Inform Med] 2026 Jan 13. <i>Date of Electronic Publication: </i>2026 Jan 13.
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  Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22Springer+Nature%22">Springer Nature </searchLink><i>Country of Publication: </i>Switzerland <i>NLM ID: </i>9918663679206676 <i>Publication Model: </i>Print-Electronic <i>Cited Medium: </i>Internet <i>ISSN: </i>2948-2933 (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2229482925%22">29482925 </searchLink><i>NLM ISO Abbreviation: </i>J Imaging Inform Med <i>Subsets: </i>MEDLINE
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        Value: 10.1007/s10278-025-01821-y
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      – Code: eng
        Text: English
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      – TitleFull: Deep Learning for Ultrasound Classification to Identify Noninvasive Follicular Thyroid Neoplasms with Papillary-Like Nuclear Features.
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            NameFull: Hsu YC
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            – D: 13
              M: 01
              Text: 2026 Jan 13
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              Y: 2026
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