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Artificial intelligence-assisted training for rib fracture interpretation: a prospective study in undergraduate medical students.

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Title: Artificial intelligence-assisted training for rib fracture interpretation: a prospective study in undergraduate medical students.
Authors: Tee YS; Department of Trauma and Emergency Surgery, Department of Surgery, Chang Gung Memorial Hospital, Linkou, Taoyuan City, Taiwan.; Chang Gung University, Taoyuan City, Taiwan., Liao CA; Department of Trauma and Emergency Surgery, Department of Surgery, Chang Gung Memorial Hospital, Linkou, Taoyuan City, Taiwan.; Chang Gung University, Taoyuan City, Taiwan.; Department of Biomedical Engineering, National Taiwan University, Taipei, Taiwan., Kuo LW; Department of Trauma and Emergency Surgery, Department of Surgery, Chang Gung Memorial Hospital, Linkou, Taoyuan City, Taiwan.; Chang Gung University, Taoyuan City, Taiwan., Hsu CP; Department of Trauma and Emergency Surgery, Department of Surgery, Chang Gung Memorial Hospital, Linkou, Taoyuan City, Taiwan.; Chang Gung University, Taoyuan City, Taiwan., Wang CC; Department of Trauma and Emergency Surgery, Department of Surgery, Chang Gung Memorial Hospital, Linkou, Taoyuan City, Taiwan.; Chang Gung University, Taoyuan City, Taiwan., Fu CY; Department of Trauma and Emergency Surgery, Department of Surgery, Chang Gung Memorial Hospital, Linkou, Taoyuan City, Taiwan.; Chang Gung University, Taoyuan City, Taiwan.; Chang Gung Memorial Hospital Surgical Training Academy and Research Center, Taoyuan City, Taiwan., Liao CH; Department of Trauma and Emergency Surgery, Department of Surgery, Chang Gung Memorial Hospital, Linkou, Taoyuan City, Taiwan. surgymet@gmail.com.; Chang Gung University, Taoyuan City, Taiwan. surgymet@gmail.com., Cheng CT; Department of Trauma and Emergency Surgery, Department of Surgery, Chang Gung Memorial Hospital, Linkou, Taoyuan City, Taiwan.; Chang Gung University, Taoyuan City, Taiwan.
Source: World journal of emergency surgery : WJES [World J Emerg Surg] 2026 Feb 14; Vol. 21 (1). Date of Electronic Publication: 2026 Feb 14.
Publication Type: Journal Article; Observational Study
Journal Info: Publisher: BioMed Central Country of Publication: England NLM ID: 101266603 Publication Model: Electronic Cited Medium: Internet ISSN: 1749-7922 (Electronic) Linking ISSN: 17497922 NLM ISO Abbreviation: World J Emerg Surg Subsets: MEDLINE
Database: MEDLINE Ultimate
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PubType: Academic Journal
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  Data: Artificial intelligence-assisted training for rib fracture interpretation: a prospective study in undergraduate medical students.
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  Data: <searchLink fieldCode="AU" term="%22Tee+YS%22">Tee YS</searchLink>; Department of Trauma and Emergency Surgery, Department of Surgery, Chang Gung Memorial Hospital, Linkou, Taoyuan City, Taiwan.; Chang Gung University, Taoyuan City, Taiwan.<br /><searchLink fieldCode="AU" term="%22Liao+CA%22">Liao CA</searchLink>; Department of Trauma and Emergency Surgery, Department of Surgery, Chang Gung Memorial Hospital, Linkou, Taoyuan City, Taiwan.; Chang Gung University, Taoyuan City, Taiwan.; Department of Biomedical Engineering, National Taiwan University, Taipei, Taiwan.<br /><searchLink fieldCode="AU" term="%22Kuo+LW%22">Kuo LW</searchLink>; Department of Trauma and Emergency Surgery, Department of Surgery, Chang Gung Memorial Hospital, Linkou, Taoyuan City, Taiwan.; Chang Gung University, Taoyuan City, Taiwan.<br /><searchLink fieldCode="AU" term="%22Hsu+CP%22">Hsu CP</searchLink>; Department of Trauma and Emergency Surgery, Department of Surgery, Chang Gung Memorial Hospital, Linkou, Taoyuan City, Taiwan.; Chang Gung University, Taoyuan City, Taiwan.<br /><searchLink fieldCode="AU" term="%22Wang+CC%22">Wang CC</searchLink>; Department of Trauma and Emergency Surgery, Department of Surgery, Chang Gung Memorial Hospital, Linkou, Taoyuan City, Taiwan.; Chang Gung University, Taoyuan City, Taiwan.<br /><searchLink fieldCode="AU" term="%22Fu+CY%22">Fu CY</searchLink>; Department of Trauma and Emergency Surgery, Department of Surgery, Chang Gung Memorial Hospital, Linkou, Taoyuan City, Taiwan.; Chang Gung University, Taoyuan City, Taiwan.; Chang Gung Memorial Hospital Surgical Training Academy and Research Center, Taoyuan City, Taiwan.<br /><searchLink fieldCode="AU" term="%22Liao+CH%22">Liao CH</searchLink>; Department of Trauma and Emergency Surgery, Department of Surgery, Chang Gung Memorial Hospital, Linkou, Taoyuan City, Taiwan. surgymet@gmail.com.; Chang Gung University, Taoyuan City, Taiwan. surgymet@gmail.com.<br /><searchLink fieldCode="AU" term="%22Cheng+CT%22">Cheng CT</searchLink>; Department of Trauma and Emergency Surgery, Department of Surgery, Chang Gung Memorial Hospital, Linkou, Taoyuan City, Taiwan.; Chang Gung University, Taoyuan City, Taiwan.
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  Data: <searchLink fieldCode="JN" term="%22101266603%22">World journal of emergency surgery : WJES</searchLink> [World J Emerg Surg] 2026 Feb 14; Vol. 21 (1). <i>Date of Electronic Publication: </i>2026 Feb 14.
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  Data: Journal Article; Observational Study
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  Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22BioMed+Central%22">BioMed Central </searchLink><i>Country of Publication: </i>England <i>NLM ID: </i>101266603 <i>Publication Model: </i>Electronic <i>Cited Medium: </i>Internet <i>ISSN: </i>1749-7922 (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2217497922%22">17497922 </searchLink><i>NLM ISO Abbreviation: </i>World J Emerg Surg <i>Subsets: </i>MEDLINE
PLink https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=mdl&AN=41691241
RecordInfo BibRecord:
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      – Type: doi
        Value: 10.1186/s13017-026-00678-y
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      – Code: eng
        Text: English
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      – TitleFull: Artificial intelligence-assisted training for rib fracture interpretation: a prospective study in undergraduate medical students.
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            – D: 14
              M: 02
              Text: 2026 Feb 14
              Type: published
              Y: 2026
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