View in EDS

Assessing genotype-phenotype correlations in colorectal cancer with deep learning: a multicentre cohort study.

Saved in:
Bibliographic Details
Title: Assessing genotype-phenotype correlations in colorectal cancer with deep learning: a multicentre cohort study.
Authors: Gustav M; Else Kroener Fresenius Center for Digital Health, Faculty of Medicine and University Hospital Carl Gustav Carus, Dresden University of Technology, Dresden, Germany., van Treeck M; Else Kroener Fresenius Center for Digital Health, Faculty of Medicine and University Hospital Carl Gustav Carus, Dresden University of Technology, Dresden, Germany., Reitsam NG; Pathology, Faculty of Medicine, University of Augsburg, Augsburg, Germany., Carrero ZI; Else Kroener Fresenius Center for Digital Health, Faculty of Medicine and University Hospital Carl Gustav Carus, Dresden University of Technology, Dresden, Germany., Loeffler CML; Else Kroener Fresenius Center for Digital Health, Faculty of Medicine and University Hospital Carl Gustav Carus, Dresden University of Technology, Dresden, Germany; Department of Medicine I, Faculty of Medicine and University Hospital Carl Gustav Carus, Dresden University of Technology, Dresden, Germany., Rabasco Meneghetti A; Else Kroener Fresenius Center for Digital Health, Faculty of Medicine and University Hospital Carl Gustav Carus, Dresden University of Technology, Dresden, Germany., Märkl B; Pathology, Faculty of Medicine, University of Augsburg, Augsburg, Germany., Boardman LA; Division of Gastroenterology and Hepatology, Mayo Clinic, Rochester, MN, USA., French AJ; Division of Laboratory Genetics, Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, MN, USA., Goode EL; Department of Quantitative Health Sciences, Division of Epidemiology, Mayo Clinic, Rochester, MN, USA., Gsur A; Center for Cancer Research, Medical University of Vienna, Vienna, Austria., Brezina S; Center for Cancer Research, Medical University of Vienna, Vienna, Austria., Gunter MJ; Nutrition and Metabolism Branch, International Agency for Research on Cancer, WHO, Lyon, France; Cancer Epidemiology and Prevention Research Unit, School of Public Health, Imperial College London, London, UK., Murphy N; Nutrition and Metabolism Branch, International Agency for Research on Cancer, WHO, Lyon, France., Hönscheid P; Institute of Pathology, University Hospital Carl Gustav Carus, Dresden University of Technology, Dresden, Germany; National Center for Tumor Diseases, Partner Site Dresden, German Cancer Research Center Heidelberg, Dresden, Germany; German Cancer Consortium and German Cancer Research Center, Heidelberg, Germany., Sperling C; Institute of Pathology, University Hospital Carl Gustav Carus, Dresden University of Technology, Dresden, Germany., Foersch S; Institute of Pathology, University Medical Center Mainz, Mainz, Germany., Steinfelder R; Division of Public Health Sciences, Fred Hutchinson Cancer Center, Seattle, WA, USA., Harrison T; Division of Public Health Sciences, Fred Hutchinson Cancer Center, Seattle, WA, USA; Department of Epidemiology, University of Washington, Seattle, WA, USA., Peters U; Division of Public Health Sciences, Fred Hutchinson Cancer Center, Seattle, WA, USA; Department of Epidemiology, University of Washington, Seattle, WA, USA., Phipps A; Division of Public Health Sciences, Fred Hutchinson Cancer Center, Seattle, WA, USA; Department of Epidemiology, University of Washington, Seattle, WA, USA., Kather JN; Else Kroener Fresenius Center for Digital Health, Faculty of Medicine and University Hospital Carl Gustav Carus, Dresden University of Technology, Dresden, Germany; Department of Medicine I, Faculty of Medicine and University Hospital Carl Gustav Carus, Dresden University of Technology, Dresden, Germany; Medical Oncology, National Center for Tumor Diseases, University Hospital Heidelberg, Heidelberg, Germany; Pathology and Data Analytics, Leeds Institute of Medical Research at St James's, University of Leeds, Leeds, UK. Electronic address: jakob-nikolas.kather@alumni.dkfz.de.
Source: The Lancet. Digital health [Lancet Digit Health] 2025 Aug; Vol. 7 (8), pp. 100891. Date of Electronic Publication: 2025 Aug 19.
Publication Type: Journal Article; Multicenter Study
Journal Info: Publisher: Elsevier Ltd Country of Publication: England NLM ID: 101751302 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 2589-7500 (Electronic) Linking ISSN: 25897500 NLM ISO Abbreviation: Lancet Digit Health Subsets: MEDLINE
Database: MEDLINE Ultimate
FullText Text:
  Availability: 0
Header DbId: mdl
DbLabel: MEDLINE Ultimate
An: 40829965
AccessLevel: 2
PubType: Academic Journal
PubTypeId: academicJournal
PreciseRelevancyScore: 0
IllustrationInfo
Items – Name: Title
  Label: Title
  Group: Ti
  Data: Assessing genotype-phenotype correlations in colorectal cancer with deep learning: a multicentre cohort study.
– Name: Author
  Label: Authors
  Group: Au
  Data: <searchLink fieldCode="AU" term="%22Gustav+M%22">Gustav M</searchLink>; Else Kroener Fresenius Center for Digital Health, Faculty of Medicine and University Hospital Carl Gustav Carus, Dresden University of Technology, Dresden, Germany.<br /><searchLink fieldCode="AU" term="%22van+Treeck+M%22">van Treeck M</searchLink>; Else Kroener Fresenius Center for Digital Health, Faculty of Medicine and University Hospital Carl Gustav Carus, Dresden University of Technology, Dresden, Germany.<br /><searchLink fieldCode="AU" term="%22Reitsam+NG%22">Reitsam NG</searchLink>; Pathology, Faculty of Medicine, University of Augsburg, Augsburg, Germany.<br /><searchLink fieldCode="AU" term="%22Carrero+ZI%22">Carrero ZI</searchLink>; Else Kroener Fresenius Center for Digital Health, Faculty of Medicine and University Hospital Carl Gustav Carus, Dresden University of Technology, Dresden, Germany.<br /><searchLink fieldCode="AU" term="%22Loeffler+CML%22">Loeffler CML</searchLink>; Else Kroener Fresenius Center for Digital Health, Faculty of Medicine and University Hospital Carl Gustav Carus, Dresden University of Technology, Dresden, Germany; Department of Medicine I, Faculty of Medicine and University Hospital Carl Gustav Carus, Dresden University of Technology, Dresden, Germany.<br /><searchLink fieldCode="AU" term="%22Rabasco+Meneghetti+A%22">Rabasco Meneghetti A</searchLink>; Else Kroener Fresenius Center for Digital Health, Faculty of Medicine and University Hospital Carl Gustav Carus, Dresden University of Technology, Dresden, Germany.<br /><searchLink fieldCode="AU" term="%22Märkl+B%22">Märkl B</searchLink>; Pathology, Faculty of Medicine, University of Augsburg, Augsburg, Germany.<br /><searchLink fieldCode="AU" term="%22Boardman+LA%22">Boardman LA</searchLink>; Division of Gastroenterology and Hepatology, Mayo Clinic, Rochester, MN, USA.<br /><searchLink fieldCode="AU" term="%22French+AJ%22">French AJ</searchLink>; Division of Laboratory Genetics, Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, MN, USA.<br /><searchLink fieldCode="AU" term="%22Goode+EL%22">Goode EL</searchLink>; Department of Quantitative Health Sciences, Division of Epidemiology, Mayo Clinic, Rochester, MN, USA.<br /><searchLink fieldCode="AU" term="%22Gsur+A%22">Gsur A</searchLink>; Center for Cancer Research, Medical University of Vienna, Vienna, Austria.<br /><searchLink fieldCode="AU" term="%22Brezina+S%22">Brezina S</searchLink>; Center for Cancer Research, Medical University of Vienna, Vienna, Austria.<br /><searchLink fieldCode="AU" term="%22Gunter+MJ%22">Gunter MJ</searchLink>; Nutrition and Metabolism Branch, International Agency for Research on Cancer, WHO, Lyon, France; Cancer Epidemiology and Prevention Research Unit, School of Public Health, Imperial College London, London, UK.<br /><searchLink fieldCode="AU" term="%22Murphy+N%22">Murphy N</searchLink>; Nutrition and Metabolism Branch, International Agency for Research on Cancer, WHO, Lyon, France.<br /><searchLink fieldCode="AU" term="%22Hönscheid+P%22">Hönscheid P</searchLink>; Institute of Pathology, University Hospital Carl Gustav Carus, Dresden University of Technology, Dresden, Germany; National Center for Tumor Diseases, Partner Site Dresden, German Cancer Research Center Heidelberg, Dresden, Germany; German Cancer Consortium and German Cancer Research Center, Heidelberg, Germany.<br /><searchLink fieldCode="AU" term="%22Sperling+C%22">Sperling C</searchLink>; Institute of Pathology, University Hospital Carl Gustav Carus, Dresden University of Technology, Dresden, Germany.<br /><searchLink fieldCode="AU" term="%22Foersch+S%22">Foersch S</searchLink>; Institute of Pathology, University Medical Center Mainz, Mainz, Germany.<br /><searchLink fieldCode="AU" term="%22Steinfelder+R%22">Steinfelder R</searchLink>; Division of Public Health Sciences, Fred Hutchinson Cancer Center, Seattle, WA, USA.<br /><searchLink fieldCode="AU" term="%22Harrison+T%22">Harrison T</searchLink>; Division of Public Health Sciences, Fred Hutchinson Cancer Center, Seattle, WA, USA; Department of Epidemiology, University of Washington, Seattle, WA, USA.<br /><searchLink fieldCode="AU" term="%22Peters+U%22">Peters U</searchLink>; Division of Public Health Sciences, Fred Hutchinson Cancer Center, Seattle, WA, USA; Department of Epidemiology, University of Washington, Seattle, WA, USA.<br /><searchLink fieldCode="AU" term="%22Phipps+A%22">Phipps A</searchLink>; Division of Public Health Sciences, Fred Hutchinson Cancer Center, Seattle, WA, USA; Department of Epidemiology, University of Washington, Seattle, WA, USA.<br /><searchLink fieldCode="AU" term="%22Kather+JN%22">Kather JN</searchLink>; Else Kroener Fresenius Center for Digital Health, Faculty of Medicine and University Hospital Carl Gustav Carus, Dresden University of Technology, Dresden, Germany; Department of Medicine I, Faculty of Medicine and University Hospital Carl Gustav Carus, Dresden University of Technology, Dresden, Germany; Medical Oncology, National Center for Tumor Diseases, University Hospital Heidelberg, Heidelberg, Germany; Pathology and Data Analytics, Leeds Institute of Medical Research at St James's, University of Leeds, Leeds, UK. Electronic address: jakob-nikolas.kather@alumni.dkfz.de.
– Name: TitleSource
  Label: Source
  Group: Src
  Data: <searchLink fieldCode="JN" term="%22101751302%22">The Lancet. Digital health</searchLink> [Lancet Digit Health] 2025 Aug; Vol. 7 (8), pp. 100891. <i>Date of Electronic Publication: </i>2025 Aug 19.
– Name: TypePub
  Label: Publication Type
  Group: TypPub
  Data: Journal Article; Multicenter Study
– Name: TitleSource
  Label: Journal Info
  Group: Src
  Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22Elsevier+Ltd%22">Elsevier Ltd </searchLink><i>Country of Publication: </i>England <i>NLM ID: </i>101751302 <i>Publication Model: </i>Print-Electronic <i>Cited Medium: </i>Internet <i>ISSN: </i>2589-7500 (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2225897500%22">25897500 </searchLink><i>NLM ISO Abbreviation: </i>Lancet Digit Health <i>Subsets: </i>MEDLINE
PLink https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=mdl&AN=40829965
RecordInfo BibRecord:
  BibEntity:
    Identifiers:
      – Type: doi
        Value: 10.1016/j.landig.2025.100891
    Languages:
      – Code: eng
        Text: English
    PhysicalDescription:
      Pagination:
        StartPage: 100891
    Titles:
      – TitleFull: Assessing genotype-phenotype correlations in colorectal cancer with deep learning: a multicentre cohort study.
        Type: main
  BibRelationships:
    HasContributorRelationships:
      – PersonEntity:
          Name:
            NameFull: Gustav M
      – PersonEntity:
          Name:
            NameFull: van Treeck M
      – PersonEntity:
          Name:
            NameFull: Reitsam NG
      – PersonEntity:
          Name:
            NameFull: Carrero ZI
      – PersonEntity:
          Name:
            NameFull: Loeffler CML
      – PersonEntity:
          Name:
            NameFull: Rabasco Meneghetti A
      – PersonEntity:
          Name:
            NameFull: Märkl B
      – PersonEntity:
          Name:
            NameFull: Boardman LA
      – PersonEntity:
          Name:
            NameFull: French AJ
      – PersonEntity:
          Name:
            NameFull: Goode EL
      – PersonEntity:
          Name:
            NameFull: Gsur A
      – PersonEntity:
          Name:
            NameFull: Brezina S
      – PersonEntity:
          Name:
            NameFull: Gunter MJ
      – PersonEntity:
          Name:
            NameFull: Murphy N
      – PersonEntity:
          Name:
            NameFull: Hönscheid P
      – PersonEntity:
          Name:
            NameFull: Sperling C
      – PersonEntity:
          Name:
            NameFull: Foersch S
      – PersonEntity:
          Name:
            NameFull: Steinfelder R
      – PersonEntity:
          Name:
            NameFull: Harrison T
      – PersonEntity:
          Name:
            NameFull: Peters U
      – PersonEntity:
          Name:
            NameFull: Phipps A
      – PersonEntity:
          Name:
            NameFull: Kather JN
    IsPartOfRelationships:
      – BibEntity:
          Dates:
            – D: 01
              M: 08
              Text: 2025 Aug
              Type: published
              Y: 2025
          Identifiers:
            – Type: issn-electronic
              Value: 2589-7500
          Numbering:
            – Type: volume
              Value: 7
            – Type: issue
              Value: 8
          Titles:
            – TitleFull: The Lancet. Digital health
              Type: main
ResultId 1