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From Visualization to Automation: A Narrative Review of Deep Learning's Impact on Ultrasound-based Median Nerve Assessment.

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Title: From Visualization to Automation: A Narrative Review of Deep Learning's Impact on Ultrasound-based Median Nerve Assessment.
Authors: Wu CH; Department of Physical Medicine and Rehabilitation, National Taiwan University Hospital Hsin-Chu Branch, Hsinchu, Taiwan.; Department of Physical Medicine and Rehabilitation, National Taiwan University Hospital, Taipei, Taiwan.; College of Medicine, National Taiwan University, Taipei, Taiwan., Tsai CM; Graduate Institute of Biomedical Electronics and Bioinformatics, National Taiwan University, Taipei, Taiwan., Kuo PL; Department of Physical Medicine and Rehabilitation, National Taiwan University Hospital, Taipei, Taiwan.; College of Medicine, National Taiwan University, Taipei, Taiwan.; Graduate Institute of Biomedical Electronics and Bioinformatics, National Taiwan University, Taipei, Taiwan.; Department of Electrical Engineering, National Taiwan University, Taipei, Taiwan.
Source: Journal of medical ultrasound [J Med Ultrasound] 2025 May 23; Vol. 33 (2), pp. 95-101. Date of Electronic Publication: 2025 May 23 (Print Publication: 2025).
Publication Type: Journal Article; Review
Journal Info: Publisher: Wolters Kluwer - Medknow Publications Country of Publication: India NLM ID: 9423829 Publication Model: eCollection Cited Medium: Print ISSN: 0929-6441 (Print) Linking ISSN: 09296441 NLM ISO Abbreviation: J Med Ultrasound Subsets: PubMed not MEDLINE
Database: MEDLINE Ultimate
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  Data: From Visualization to Automation: A Narrative Review of Deep Learning's Impact on Ultrasound-based Median Nerve Assessment.
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  Data: <searchLink fieldCode="AU" term="%22Wu+CH%22">Wu CH</searchLink>; Department of Physical Medicine and Rehabilitation, National Taiwan University Hospital Hsin-Chu Branch, Hsinchu, Taiwan.; Department of Physical Medicine and Rehabilitation, National Taiwan University Hospital, Taipei, Taiwan.; College of Medicine, National Taiwan University, Taipei, Taiwan.<br /><searchLink fieldCode="AU" term="%22Tsai+CM%22">Tsai CM</searchLink>; Graduate Institute of Biomedical Electronics and Bioinformatics, National Taiwan University, Taipei, Taiwan.<br /><searchLink fieldCode="AU" term="%22Kuo+PL%22">Kuo PL</searchLink>; Department of Physical Medicine and Rehabilitation, National Taiwan University Hospital, Taipei, Taiwan.; College of Medicine, National Taiwan University, Taipei, Taiwan.; Graduate Institute of Biomedical Electronics and Bioinformatics, National Taiwan University, Taipei, Taiwan.; Department of Electrical Engineering, National Taiwan University, Taipei, Taiwan.
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  Data: <searchLink fieldCode="JN" term="%229423829%22">Journal of medical ultrasound</searchLink> [J Med Ultrasound] 2025 May 23; Vol. 33 (2), pp. 95-101. <i>Date of Electronic Publication: </i>2025 May 23 (<i>Print Publication: </i>2025).
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  Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22Wolters+Kluwer+-+Medknow+Publications%22">Wolters Kluwer - Medknow Publications </searchLink><i>Country of Publication: </i>India <i>NLM ID: </i>9423829 <i>Publication Model: </i>eCollection <i>Cited Medium: </i>Print <i>ISSN: </i>0929-6441 (Print) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2209296441%22">09296441 </searchLink><i>NLM ISO Abbreviation: </i>J Med Ultrasound <i>Subsets: </i>PubMed not MEDLINE
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        Value: 10.4103/jmu.JMU-D-25-00010
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      – Code: eng
        Text: English
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        StartPage: 95
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      – TitleFull: From Visualization to Automation: A Narrative Review of Deep Learning's Impact on Ultrasound-based Median Nerve Assessment.
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            NameFull: Wu CH
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            NameFull: Tsai CM
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            – D: 23
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              Text: 2025 May 23
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              Y: 2025
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