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Liver cancer segmentator: Metadata-guided confidence scoring for reliable segmentation of colorectal liver metastases in CT.

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Title: Liver cancer segmentator: Metadata-guided confidence scoring for reliable segmentation of colorectal liver metastases in CT.
Authors: Hamghalam M; School of Computing, Queen's University, Kingston, ON, Canada; Department of Electrical Engineering, Qa.C., Islamic Azad University, Qazvin, Iran., Peoples JJ; Department of Radiology, Memorial Sloan Kettering Cancer Center, New York, NY, USA., Kobayashi KSM; Department of Biomedical and Molecular Sciences, Queen's University, Kingston, ON, Canada., Park G; School of Computing, Queen's University, Kingston, ON, Canada., Kwak E; School of Computing, Queen's University, Kingston, ON, Canada., Bunker EC; Department of Biomedical and Molecular Sciences, Queen's University, Kingston, ON, Canada., Gangai N; Department of Radiology, Memorial Sloan Kettering Cancer Center, New York, NY, USA., Gonen M; Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY, USA., Chun YS; Department of Surgical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA., Kang HC; Department of Abdominal Imaging, The University of Texas MD Anderson Cancer Center, Houston, TX, USA., Do RKG; Department of Radiology, Memorial Sloan Kettering Cancer Center, New York, NY, USA., Simpson AL; School of Computing, Queen's University, Kingston, ON, Canada; Department of Biomedical and Molecular Sciences, Queen's University, Kingston, ON, Canada. Electronic address: amber.simpson@queensu.ca.
Source: Computer methods and programs in biomedicine [Comput Methods Programs Biomed] 2026 Mar; Vol. 276, pp. 109233. Date of Electronic Publication: 2026 Jan 03.
Publication Type: Journal Article
Journal Info: Publisher: Elsevier Scientific Publishers Country of Publication: Ireland NLM ID: 8506513 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1872-7565 (Electronic) Linking ISSN: 01692607 NLM ISO Abbreviation: Comput Methods Programs Biomed Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: Liver cancer segmentator: Metadata-guided confidence scoring for reliable segmentation of colorectal liver metastases in CT.
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  Data: <searchLink fieldCode="AU" term="%22Hamghalam+M%22">Hamghalam M</searchLink>; School of Computing, Queen's University, Kingston, ON, Canada; Department of Electrical Engineering, Qa.C., Islamic Azad University, Qazvin, Iran.<br /><searchLink fieldCode="AU" term="%22Peoples+JJ%22">Peoples JJ</searchLink>; Department of Radiology, Memorial Sloan Kettering Cancer Center, New York, NY, USA.<br /><searchLink fieldCode="AU" term="%22Kobayashi+KSM%22">Kobayashi KSM</searchLink>; Department of Biomedical and Molecular Sciences, Queen's University, Kingston, ON, Canada.<br /><searchLink fieldCode="AU" term="%22Park+G%22">Park G</searchLink>; School of Computing, Queen's University, Kingston, ON, Canada.<br /><searchLink fieldCode="AU" term="%22Kwak+E%22">Kwak E</searchLink>; School of Computing, Queen's University, Kingston, ON, Canada.<br /><searchLink fieldCode="AU" term="%22Bunker+EC%22">Bunker EC</searchLink>; Department of Biomedical and Molecular Sciences, Queen's University, Kingston, ON, Canada.<br /><searchLink fieldCode="AU" term="%22Gangai+N%22">Gangai N</searchLink>; Department of Radiology, Memorial Sloan Kettering Cancer Center, New York, NY, USA.<br /><searchLink fieldCode="AU" term="%22Gonen+M%22">Gonen M</searchLink>; Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY, USA.<br /><searchLink fieldCode="AU" term="%22Chun+YS%22">Chun YS</searchLink>; Department of Surgical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA.<br /><searchLink fieldCode="AU" term="%22Kang+HC%22">Kang HC</searchLink>; Department of Abdominal Imaging, The University of Texas MD Anderson Cancer Center, Houston, TX, USA.<br /><searchLink fieldCode="AU" term="%22Do+RKG%22">Do RKG</searchLink>; Department of Radiology, Memorial Sloan Kettering Cancer Center, New York, NY, USA.<br /><searchLink fieldCode="AU" term="%22Simpson+AL%22">Simpson AL</searchLink>; School of Computing, Queen's University, Kingston, ON, Canada; Department of Biomedical and Molecular Sciences, Queen's University, Kingston, ON, Canada. Electronic address: amber.simpson@queensu.ca.
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  Data: <searchLink fieldCode="JN" term="%228506513%22">Computer methods and programs in biomedicine</searchLink> [Comput Methods Programs Biomed] 2026 Mar; Vol. 276, pp. 109233. <i>Date of Electronic Publication: </i>2026 Jan 03.
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        Value: 10.1016/j.cmpb.2026.109233
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              Text: 2026 Mar
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