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Web-based explainable machine-learning tool for predicting five-year recurrence of colorectal cancer after curative resection: multicentre retrospective cohort study.

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Title: Web-based explainable machine-learning tool for predicting five-year recurrence of colorectal cancer after curative resection: multicentre retrospective cohort study.
Authors: Chen CS; Department of Pathology, Tri-Service General Hospital, National Defense Medical University, Taipei, Taiwan, ROC., Lin TH; Division of Clinical Pathology, Department of Pathology, Tri-Service General Hospital, National Defense Medical University, No. 161, Sec. 6, Minquan E. Rd., Neihu Dist., Taipei, 11490, Taiwan, ROC., Chung HY; Division of Clinical Pathology, Department of Pathology, Tri-Service General Hospital, National Defense Medical University, No. 161, Sec. 6, Minquan E. Rd., Neihu Dist., Taipei, 11490, Taiwan, ROC.; Graduate Institute of Medical Science, National Defense Medical University, Taipei, Taiwan, ROC., Jian MJ; Division of Clinical Pathology, Department of Pathology, Tri-Service General Hospital, National Defense Medical University, No. 161, Sec. 6, Minquan E. Rd., Neihu Dist., Taipei, 11490, Taiwan, ROC., Chang CK; Division of Clinical Pathology, Department of Pathology, Tri-Service General Hospital, National Defense Medical University, No. 161, Sec. 6, Minquan E. Rd., Neihu Dist., Taipei, 11490, Taiwan, ROC., Perng CL; Division of Clinical Pathology, Department of Pathology, Tri-Service General Hospital, National Defense Medical University, No. 161, Sec. 6, Minquan E. Rd., Neihu Dist., Taipei, 11490, Taiwan, ROC., Chang PY; Division of Hematology-Oncology, Department of Internal Medicine, Tri- Service General Hospital, National Defense Medical University, Taipei, Taiwan, ROC., Huang WY; Department of Radiation Oncology, Tri-Service General Hospital, National Defense Medical University, Taipei, Taiwan, ROC., Chen CY; Division of Colon and Rectal Surgery, Department of Surgery, Tri-Service General Hospital, National Defense Medical University, Taipei, Taiwan, ROC., Lin YC; Department of Pathology, Tri-Service General Hospital, National Defense Medical University, Taipei, Taiwan, ROC., Shang HS; Division of Clinical Pathology, Department of Pathology, Tri-Service General Hospital, National Defense Medical University, No. 161, Sec. 6, Minquan E. Rd., Neihu Dist., Taipei, 11490, Taiwan, ROC. iamkeith@mail.ndmctsgh.edu.tw.
Source: Discover oncology [Discov Oncol] 2025 Nov 04; Vol. 16 (1), pp. 2017. Date of Electronic Publication: 2025 Nov 04.
Publication Type: Journal Article
Journal Info: Publisher: Springer Country of Publication: United States NLM ID: 101775142 Publication Model: Electronic Cited Medium: Internet ISSN: 2730-6011 (Electronic) Linking ISSN: 27306011 NLM ISO Abbreviation: Discov Oncol Subsets: PubMed not MEDLINE
Database: MEDLINE Ultimate
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  Data: Web-based explainable machine-learning tool for predicting five-year recurrence of colorectal cancer after curative resection: multicentre retrospective cohort study.
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  Data: <searchLink fieldCode="AU" term="%22Chen+CS%22">Chen CS</searchLink>; Department of Pathology, Tri-Service General Hospital, National Defense Medical University, Taipei, Taiwan, ROC.<br /><searchLink fieldCode="AU" term="%22Lin+TH%22">Lin TH</searchLink>; Division of Clinical Pathology, Department of Pathology, Tri-Service General Hospital, National Defense Medical University, No. 161, Sec. 6, Minquan E. Rd., Neihu Dist., Taipei, 11490, Taiwan, ROC.<br /><searchLink fieldCode="AU" term="%22Chung+HY%22">Chung HY</searchLink>; Division of Clinical Pathology, Department of Pathology, Tri-Service General Hospital, National Defense Medical University, No. 161, Sec. 6, Minquan E. Rd., Neihu Dist., Taipei, 11490, Taiwan, ROC.; Graduate Institute of Medical Science, National Defense Medical University, Taipei, Taiwan, ROC.<br /><searchLink fieldCode="AU" term="%22Jian+MJ%22">Jian MJ</searchLink>; Division of Clinical Pathology, Department of Pathology, Tri-Service General Hospital, National Defense Medical University, No. 161, Sec. 6, Minquan E. Rd., Neihu Dist., Taipei, 11490, Taiwan, ROC.<br /><searchLink fieldCode="AU" term="%22Chang+CK%22">Chang CK</searchLink>; Division of Clinical Pathology, Department of Pathology, Tri-Service General Hospital, National Defense Medical University, No. 161, Sec. 6, Minquan E. Rd., Neihu Dist., Taipei, 11490, Taiwan, ROC.<br /><searchLink fieldCode="AU" term="%22Perng+CL%22">Perng CL</searchLink>; Division of Clinical Pathology, Department of Pathology, Tri-Service General Hospital, National Defense Medical University, No. 161, Sec. 6, Minquan E. Rd., Neihu Dist., Taipei, 11490, Taiwan, ROC.<br /><searchLink fieldCode="AU" term="%22Chang+PY%22">Chang PY</searchLink>; Division of Hematology-Oncology, Department of Internal Medicine, Tri- Service General Hospital, National Defense Medical University, Taipei, Taiwan, ROC.<br /><searchLink fieldCode="AU" term="%22Huang+WY%22">Huang WY</searchLink>; Department of Radiation Oncology, Tri-Service General Hospital, National Defense Medical University, Taipei, Taiwan, ROC.<br /><searchLink fieldCode="AU" term="%22Chen+CY%22">Chen CY</searchLink>; Division of Colon and Rectal Surgery, Department of Surgery, Tri-Service General Hospital, National Defense Medical University, Taipei, Taiwan, ROC.<br /><searchLink fieldCode="AU" term="%22Lin+YC%22">Lin YC</searchLink>; Department of Pathology, Tri-Service General Hospital, National Defense Medical University, Taipei, Taiwan, ROC.<br /><searchLink fieldCode="AU" term="%22Shang+HS%22">Shang HS</searchLink>; Division of Clinical Pathology, Department of Pathology, Tri-Service General Hospital, National Defense Medical University, No. 161, Sec. 6, Minquan E. Rd., Neihu Dist., Taipei, 11490, Taiwan, ROC. iamkeith@mail.ndmctsgh.edu.tw.
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  Data: <searchLink fieldCode="JN" term="%22101775142%22">Discover oncology</searchLink> [Discov Oncol] 2025 Nov 04; Vol. 16 (1), pp. 2017. <i>Date of Electronic Publication: </i>2025 Nov 04.
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  Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22Springer%22">Springer </searchLink><i>Country of Publication: </i>United States <i>NLM ID: </i>101775142 <i>Publication Model: </i>Electronic <i>Cited Medium: </i>Internet <i>ISSN: </i>2730-6011 (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2227306011%22">27306011 </searchLink><i>NLM ISO Abbreviation: </i>Discov Oncol <i>Subsets: </i>PubMed not MEDLINE
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              Text: 2025 Nov 04
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