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Automated surgical action recognition and competency assessment in laparoscopic cholecystectomy: a proof-of-concept study.

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Title: Automated surgical action recognition and competency assessment in laparoscopic cholecystectomy: a proof-of-concept study.
Authors: Yen HH; Department of Surgery, National Taiwan University Hospital Hsin-Chu Branch, No. 2, Sec. 1, Shengyi Rd., Zhubei City, Hsinchu County, 302058, Taiwan.; Department of Surgery, National Taiwan University Hospital, Taipei, Taiwan., Hsiao YH; Department of Surgery, National Taiwan University Hospital Hsin-Chu Branch, No. 2, Sec. 1, Shengyi Rd., Zhubei City, Hsinchu County, 302058, Taiwan.; Department of Surgery, National Taiwan University Hospital, Taipei, Taiwan., Yang MH; Master Program in Statistics, National Taiwan University, Taipei, Taiwan., Huang JY; Institute of Industrial Engineering, National Taiwan University, Taipei, Taiwan., Lin HT; ACE Biotek Co., Ltd, Hsinchu County, Taiwan., Huang CC; Department of Surgery, National Taiwan University Hospital Hsin-Chu Branch, No. 2, Sec. 1, Shengyi Rd., Zhubei City, Hsinchu County, 302058, Taiwan.; Department of Surgery, National Taiwan University Hospital, Taipei, Taiwan., Blue J; Institute of Industrial Engineering, National Taiwan University, Taipei, Taiwan., Ho MC; Department of Surgery, National Taiwan University Hospital Hsin-Chu Branch, No. 2, Sec. 1, Shengyi Rd., Zhubei City, Hsinchu County, 302058, Taiwan. mcho1215@ntu.edu.tw.; Department of Surgery, National Taiwan University Hospital, Taipei, Taiwan. mcho1215@ntu.edu.tw.
Source: Surgical endoscopy [Surg Endosc] 2025 May; Vol. 39 (5), pp. 3006-3016. Date of Electronic Publication: 2025 Mar 21.
Publication Type: Journal Article
Journal Info: Publisher: Springer Country of Publication: Germany NLM ID: 8806653 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1432-2218 (Electronic) Linking ISSN: 09302794 NLM ISO Abbreviation: Surg Endosc Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: Automated surgical action recognition and competency assessment in laparoscopic cholecystectomy: a proof-of-concept study.
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  Data: <searchLink fieldCode="AU" term="%22Yen+HH%22">Yen HH</searchLink>; Department of Surgery, National Taiwan University Hospital Hsin-Chu Branch, No. 2, Sec. 1, Shengyi Rd., Zhubei City, Hsinchu County, 302058, Taiwan.; Department of Surgery, National Taiwan University Hospital, Taipei, Taiwan.<br /><searchLink fieldCode="AU" term="%22Hsiao+YH%22">Hsiao YH</searchLink>; Department of Surgery, National Taiwan University Hospital Hsin-Chu Branch, No. 2, Sec. 1, Shengyi Rd., Zhubei City, Hsinchu County, 302058, Taiwan.; Department of Surgery, National Taiwan University Hospital, Taipei, Taiwan.<br /><searchLink fieldCode="AU" term="%22Yang+MH%22">Yang MH</searchLink>; Master Program in Statistics, National Taiwan University, Taipei, Taiwan.<br /><searchLink fieldCode="AU" term="%22Huang+JY%22">Huang JY</searchLink>; Institute of Industrial Engineering, National Taiwan University, Taipei, Taiwan.<br /><searchLink fieldCode="AU" term="%22Lin+HT%22">Lin HT</searchLink>; ACE Biotek Co., Ltd, Hsinchu County, Taiwan.<br /><searchLink fieldCode="AU" term="%22Huang+CC%22">Huang CC</searchLink>; Department of Surgery, National Taiwan University Hospital Hsin-Chu Branch, No. 2, Sec. 1, Shengyi Rd., Zhubei City, Hsinchu County, 302058, Taiwan.; Department of Surgery, National Taiwan University Hospital, Taipei, Taiwan.<br /><searchLink fieldCode="AU" term="%22Blue+J%22">Blue J</searchLink>; Institute of Industrial Engineering, National Taiwan University, Taipei, Taiwan.<br /><searchLink fieldCode="AU" term="%22Ho+MC%22">Ho MC</searchLink>; Department of Surgery, National Taiwan University Hospital Hsin-Chu Branch, No. 2, Sec. 1, Shengyi Rd., Zhubei City, Hsinchu County, 302058, Taiwan. mcho1215@ntu.edu.tw.; Department of Surgery, National Taiwan University Hospital, Taipei, Taiwan. mcho1215@ntu.edu.tw.
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        Value: 10.1007/s00464-025-11663-y
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        Text: English
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            – D: 01
              M: 05
              Text: 2025 May
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