Machine-Learning Based Prognostic Model for Predicting Early Recurrence in HCC Patients After Hepatectomies: An Explainable AI Approach.

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Title: Machine-Learning Based Prognostic Model for Predicting Early Recurrence in HCC Patients After Hepatectomies: An Explainable AI Approach.
Authors: Hsu HY; Division of General Surgery, Department of Surgery, New Taipei Municipal Tucheng Hospital, Built and Operated by Chang Gung Medical Foundation, New Taipei, 23652, Taiwan., Lin JC; Department of Surgery, MacKay Memorial Hospital, Taipei, 104217, Taiwan.; MacKay Junior College of Medicine, Nursing, and Management, New Taipei, 112021, Taiwan.; Department of Medicine, MacKay Medical University, New Taipei, 252005, Taiwan., Huang CW; Division of General Surgery, Department of Surgery, New Taipei Municipal Tucheng Hospital, Built and Operated by Chang Gung Medical Foundation, New Taipei, 23652, Taiwan.; Graduate Institute of Business Administration, College of Management, Fu Jen Catholic University, New Taipei, 242062, Taiwan., Huang SF; Division of General Surgery, Department of Surgery, New Taipei Municipal Tucheng Hospital, Built and Operated by Chang Gung Medical Foundation, New Taipei, 23652, Taiwan.; Department of Biological Science and Technology, National Yang Ming Chiao Tung University, Hsinchu, 30068, Taiwan., Wu CY; Division of General Surgery, Department of Surgery, New Taipei Municipal Tucheng Hospital, Built and Operated by Chang Gung Medical Foundation, New Taipei, 23652, Taiwan., Huang TS; Department of Surgery, MacKay Memorial Hospital, Taipei, 104217, Taiwan.; MacKay Junior College of Medicine, Nursing, and Management, New Taipei, 112021, Taiwan.; Department of Medicine, MacKay Medical University, New Taipei, 252005, Taiwan., Lai HF; Department of Surgery, MacKay Memorial Hospital, Taipei, 104217, Taiwan.; MacKay Junior College of Medicine, Nursing, and Management, New Taipei, 112021, Taiwan.; Department of Medicine, MacKay Medical University, New Taipei, 252005, Taiwan., Yu MC; Division of General Surgery, Department of Surgery, New Taipei Municipal Tucheng Hospital, Built and Operated by Chang Gung Medical Foundation, New Taipei, 23652, Taiwan.; College of Medicine, Chang Gung University, Taoyuan, 33305, Taiwan.
Source: Journal of hepatocellular carcinoma [J Hepatocell Carcinoma] 2026 Jun 24; Vol. 13, pp. 618264. Date of Electronic Publication: 2026 Jun 24 (Print Publication: 2026).
Publication Type: Journal Article
Journal Info: Publisher: Dove Press Country of Publication: New Zealand NLM ID: 101674775 Publication Model: eCollection Cited Medium: Print ISSN: 2253-5969 (Print) Linking ISSN: 22535969 NLM ISO Abbreviation: J Hepatocell Carcinoma Subsets: PubMed not MEDLINE
Database: MEDLINE Ultimate
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  Data: Machine-Learning Based Prognostic Model for Predicting Early Recurrence in HCC Patients After Hepatectomies: An Explainable AI Approach.
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  Data: <searchLink fieldCode="AU" term="%22Hsu+HY%22">Hsu HY</searchLink>; Division of General Surgery, Department of Surgery, New Taipei Municipal Tucheng Hospital, Built and Operated by Chang Gung Medical Foundation, New Taipei, 23652, Taiwan.<br /><searchLink fieldCode="AU" term="%22Lin+JC%22">Lin JC</searchLink>; Department of Surgery, MacKay Memorial Hospital, Taipei, 104217, Taiwan.; MacKay Junior College of Medicine, Nursing, and Management, New Taipei, 112021, Taiwan.; Department of Medicine, MacKay Medical University, New Taipei, 252005, Taiwan.<br /><searchLink fieldCode="AU" term="%22Huang+CW%22">Huang CW</searchLink>; Division of General Surgery, Department of Surgery, New Taipei Municipal Tucheng Hospital, Built and Operated by Chang Gung Medical Foundation, New Taipei, 23652, Taiwan.; Graduate Institute of Business Administration, College of Management, Fu Jen Catholic University, New Taipei, 242062, Taiwan.<br /><searchLink fieldCode="AU" term="%22Huang+SF%22">Huang SF</searchLink>; Division of General Surgery, Department of Surgery, New Taipei Municipal Tucheng Hospital, Built and Operated by Chang Gung Medical Foundation, New Taipei, 23652, Taiwan.; Department of Biological Science and Technology, National Yang Ming Chiao Tung University, Hsinchu, 30068, Taiwan.<br /><searchLink fieldCode="AU" term="%22Wu+CY%22">Wu CY</searchLink>; Division of General Surgery, Department of Surgery, New Taipei Municipal Tucheng Hospital, Built and Operated by Chang Gung Medical Foundation, New Taipei, 23652, Taiwan.<br /><searchLink fieldCode="AU" term="%22Huang+TS%22">Huang TS</searchLink>; Department of Surgery, MacKay Memorial Hospital, Taipei, 104217, Taiwan.; MacKay Junior College of Medicine, Nursing, and Management, New Taipei, 112021, Taiwan.; Department of Medicine, MacKay Medical University, New Taipei, 252005, Taiwan.<br /><searchLink fieldCode="AU" term="%22Lai+HF%22">Lai HF</searchLink>; Department of Surgery, MacKay Memorial Hospital, Taipei, 104217, Taiwan.; MacKay Junior College of Medicine, Nursing, and Management, New Taipei, 112021, Taiwan.; Department of Medicine, MacKay Medical University, New Taipei, 252005, Taiwan.<br /><searchLink fieldCode="AU" term="%22Yu+MC%22">Yu MC</searchLink>; Division of General Surgery, Department of Surgery, New Taipei Municipal Tucheng Hospital, Built and Operated by Chang Gung Medical Foundation, New Taipei, 23652, Taiwan.; College of Medicine, Chang Gung University, Taoyuan, 33305, Taiwan.
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  Data: <searchLink fieldCode="JN" term="%22101674775%22">Journal of hepatocellular carcinoma</searchLink> [J Hepatocell Carcinoma] 2026 Jun 24; Vol. 13, pp. 618264. <i>Date of Electronic Publication: </i>2026 Jun 24 (<i>Print Publication: </i>2026).
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  Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22Dove+Press%22">Dove Press </searchLink><i>Country of Publication: </i>New Zealand <i>NLM ID: </i>101674775 <i>Publication Model: </i>eCollection <i>Cited Medium: </i>Print <i>ISSN: </i>2253-5969 (Print) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2222535969%22">22535969 </searchLink><i>NLM ISO Abbreviation: </i>J Hepatocell Carcinoma <i>Subsets: </i>PubMed not MEDLINE
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        Value: 10.2147/JHC.S618264
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      – Code: eng
        Text: English
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        StartPage: 618264
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            – D: 24
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              Text: 2026 Jun 24
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              Y: 2026
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