View in EDS

Deep Learning Predicts Mutations and Outcomes in Gastrointestinal Stromal Tumors from Whole-Slide Images.

Saved in:
Bibliographic Details
Title: Deep Learning Predicts Mutations and Outcomes in Gastrointestinal Stromal Tumors from Whole-Slide Images.
Authors: Bonetti A; TU Dresden Dresden Germany., Le VL; Institut Bergonié Bordeaux France., Carrero ZI; TU Dresden Dresden Germany., Wolf F; TU Dresden Dresden Germany., Gustav M; TU Dresden Dresden Germany., Lam SW; Leiden University Medical Center Leiden Netherlands., Vanhersecke L; Institut Bergonié Bordeaux France., Sobczuk P; Maria Skłodowska-Curie Memorial Cancer Center and Institute of Oncology Poland., Le Loarer F; Institut Bergonié Bordeaux France., Lenarcik M; Centre of Postgraduate Medical Education, Warsaw Poland Warsaw Poland., Rutkowski P; Maria Skłodowska-Curie Memorial Cancer Center and Institute of Oncology Warszawa Poland., van Sabben JM; Netherlands Cancer Institute-Antoni van Leeuwenhoek Hospital Amsterdam Netherlands., Steeghs N; Netherlands Cancer Institute-Antoni van Leeuwenhoek Hospital Amsterdam Netherlands., Van Boven HH; Netherlands Cancer Institute Amsterdam Netherlands., Machado I; Fundación Instituto Valenciano de Oncología Valencia Spain., Bagué S; Hospital de Sant Pau Barcelona, Catalonia Spain., Navarro S; University of Valencia, Medical School Valencia Spain., Medina-Ceballos E; Hospital Médica Sur Mexico City Mexico., Agra-Pujol C; Hospital General Universitario Gregorio Marañón Madrid, Madrid Spain., Giner F; Hospital Universitari i Politècnic La Fe Spain., TapiaPathology Department Hospital Univers G; Hospital Universitario Germans Trias i Pujol, IGTP Badalona, Barcelona Spain., Hernández-Gallego A; Hospital Universitari Germans Trias i Pujol Badalona Spain., Civantos-Jubera G; HUVR/CSIC/Universidad de Sevilla Seville Spain., Cuatrecasas M; Hospital Clínic de Barcelona Barcelona Spain., Lopez-Prades S; Hospital Clínic de Barcelona Spain., Perret R; Institut Bergonié Bordeaux France., Soubeyran I; Institut Bergonié Bordeaux France., Khalifa E; Institut Bergonié Bordeaux France., Blouin L; Institut Bergonié Bordeaux France., Wardelmann E; University Hospital Münster Muenster Germany., Meurgey A; Centre Léon Bérard LYON France., Collini P; Fondazione IRCCS Istituto Nazionale dei Tumori Milan Italy., Voloshin A; University Hospital Münster Germany., Yatabe Y; Aichi Cancer Center Nagoya, Aichi Japan., Hirano H; National Cancer Center Hospital Tsukiji Japan., Gronchi A; Fondazione IRCCS Istituto Nazionale dei Tumori Milan Italy., Nishida T; Osaka Hospital Osaka, Osaka Japan., Bouche O; University of Reims Champagne-Ardenne REIMS France., Emile JF; Versailles SQY University Boulogne France., Ngo C; Institut Gustave Roussy VILLEJUIF France., Hohenberger P; Heidelberg University Mannheim Germany., Cotarelo C; Heinrich Heine University Düsseldorf Düsseldorf Germany., Jakob J; University Medical Centre Mannheim Mannheim Germany., Bovee JVMG; Leiden University Medical Center Leiden Netherlands., Gelderblom H; Leiden University Medical Center Leiden Netherlands., Szumera-Ciećkiewicz A; Maria Skłodowska-Curie Memorial Cancer Center and Institute of Oncology Warsaw Poland., Jean-Denis M; Centre Léon Bérard Lyon France., Bollard J; Centre Léon Bérard Lyon France., Lassau N; Institut Gustave Roussy Villejuif France., Le Cesne A; Gustave Roussy Cancer Campus Villejuif France., Blay JY; Centre Léon Bérard Lyon France., Italiano A; Institut Bergonié Bordeaux France., Crombe A; Gustave Roussy, Bordeaux France., Coindre JM; Institut Bergonié Bordeaux France., Kather JN; TU Dresden Dresden Germany.
Source: Cancer research [Cancer Res] 2026 Jun 08. Date of Electronic Publication: 2026 Jun 08.
Publication Type: Journal Article
Journal Info: Publisher: American Association for Cancer Research Country of Publication: United States NLM ID: 2984705R Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1538-7445 (Electronic) Linking ISSN: 00085472 NLM ISO Abbreviation: Cancer Res Subsets: MEDLINE
Database: MEDLINE Ultimate
FullText Text:
  Availability: 0
Header DbId: mdl
DbLabel: MEDLINE Ultimate
An: 42258704
AccessLevel: 2
PubType: Academic Journal
PubTypeId: academicJournal
PreciseRelevancyScore: 0
IllustrationInfo
Items – Name: Title
  Label: Title
  Group: Ti
  Data: Deep Learning Predicts Mutations and Outcomes in Gastrointestinal Stromal Tumors from Whole-Slide Images.
– Name: Author
  Label: Authors
  Group: Au
  Data: <searchLink fieldCode="AU" term="%22Bonetti+A%22">Bonetti A</searchLink>; TU Dresden Dresden Germany.<br /><searchLink fieldCode="AU" term="%22Le+VL%22">Le VL</searchLink>; Institut Bergonié Bordeaux France.<br /><searchLink fieldCode="AU" term="%22Carrero+ZI%22">Carrero ZI</searchLink>; TU Dresden Dresden Germany.<br /><searchLink fieldCode="AU" term="%22Wolf+F%22">Wolf F</searchLink>; TU Dresden Dresden Germany.<br /><searchLink fieldCode="AU" term="%22Gustav+M%22">Gustav M</searchLink>; TU Dresden Dresden Germany.<br /><searchLink fieldCode="AU" term="%22Lam+SW%22">Lam SW</searchLink>; Leiden University Medical Center Leiden Netherlands.<br /><searchLink fieldCode="AU" term="%22Vanhersecke+L%22">Vanhersecke L</searchLink>; Institut Bergonié Bordeaux France.<br /><searchLink fieldCode="AU" term="%22Sobczuk+P%22">Sobczuk P</searchLink>; Maria Skłodowska-Curie Memorial Cancer Center and Institute of Oncology Poland.<br /><searchLink fieldCode="AU" term="%22Le+Loarer+F%22">Le Loarer F</searchLink>; Institut Bergonié Bordeaux France.<br /><searchLink fieldCode="AU" term="%22Lenarcik+M%22">Lenarcik M</searchLink>; Centre of Postgraduate Medical Education, Warsaw Poland Warsaw Poland.<br /><searchLink fieldCode="AU" term="%22Rutkowski+P%22">Rutkowski P</searchLink>; Maria Skłodowska-Curie Memorial Cancer Center and Institute of Oncology Warszawa Poland.<br /><searchLink fieldCode="AU" term="%22van+Sabben+JM%22">van Sabben JM</searchLink>; Netherlands Cancer Institute-Antoni van Leeuwenhoek Hospital Amsterdam Netherlands.<br /><searchLink fieldCode="AU" term="%22Steeghs+N%22">Steeghs N</searchLink>; Netherlands Cancer Institute-Antoni van Leeuwenhoek Hospital Amsterdam Netherlands.<br /><searchLink fieldCode="AU" term="%22Van+Boven+HH%22">Van Boven HH</searchLink>; Netherlands Cancer Institute Amsterdam Netherlands.<br /><searchLink fieldCode="AU" term="%22Machado+I%22">Machado I</searchLink>; Fundación Instituto Valenciano de Oncología Valencia Spain.<br /><searchLink fieldCode="AU" term="%22Bagué+S%22">Bagué S</searchLink>; Hospital de Sant Pau Barcelona, Catalonia Spain.<br /><searchLink fieldCode="AU" term="%22Navarro+S%22">Navarro S</searchLink>; University of Valencia, Medical School Valencia Spain.<br /><searchLink fieldCode="AU" term="%22Medina-Ceballos+E%22">Medina-Ceballos E</searchLink>; Hospital Médica Sur Mexico City Mexico.<br /><searchLink fieldCode="AU" term="%22Agra-Pujol+C%22">Agra-Pujol C</searchLink>; Hospital General Universitario Gregorio Marañón Madrid, Madrid Spain.<br /><searchLink fieldCode="AU" term="%22Giner+F%22">Giner F</searchLink>; Hospital Universitari i Politècnic La Fe Spain.<br /><searchLink fieldCode="AU" term="%22TapiaPathology+Department+Hospital+Univers+G%22">TapiaPathology Department Hospital Univers G</searchLink>; Hospital Universitario Germans Trias i Pujol, IGTP Badalona, Barcelona Spain.<br /><searchLink fieldCode="AU" term="%22Hernández-Gallego+A%22">Hernández-Gallego A</searchLink>; Hospital Universitari Germans Trias i Pujol Badalona Spain.<br /><searchLink fieldCode="AU" term="%22Civantos-Jubera+G%22">Civantos-Jubera G</searchLink>; HUVR/CSIC/Universidad de Sevilla Seville Spain.<br /><searchLink fieldCode="AU" term="%22Cuatrecasas+M%22">Cuatrecasas M</searchLink>; Hospital Clínic de Barcelona Barcelona Spain.<br /><searchLink fieldCode="AU" term="%22Lopez-Prades+S%22">Lopez-Prades S</searchLink>; Hospital Clínic de Barcelona Spain.<br /><searchLink fieldCode="AU" term="%22Perret+R%22">Perret R</searchLink>; Institut Bergonié Bordeaux France.<br /><searchLink fieldCode="AU" term="%22Soubeyran+I%22">Soubeyran I</searchLink>; Institut Bergonié Bordeaux France.<br /><searchLink fieldCode="AU" term="%22Khalifa+E%22">Khalifa E</searchLink>; Institut Bergonié Bordeaux France.<br /><searchLink fieldCode="AU" term="%22Blouin+L%22">Blouin L</searchLink>; Institut Bergonié Bordeaux France.<br /><searchLink fieldCode="AU" term="%22Wardelmann+E%22">Wardelmann E</searchLink>; University Hospital Münster Muenster Germany.<br /><searchLink fieldCode="AU" term="%22Meurgey+A%22">Meurgey A</searchLink>; Centre Léon Bérard LYON France.<br /><searchLink fieldCode="AU" term="%22Collini+P%22">Collini P</searchLink>; Fondazione IRCCS Istituto Nazionale dei Tumori Milan Italy.<br /><searchLink fieldCode="AU" term="%22Voloshin+A%22">Voloshin A</searchLink>; University Hospital Münster Germany.<br /><searchLink fieldCode="AU" term="%22Yatabe+Y%22">Yatabe Y</searchLink>; Aichi Cancer Center Nagoya, Aichi Japan.<br /><searchLink fieldCode="AU" term="%22Hirano+H%22">Hirano H</searchLink>; National Cancer Center Hospital Tsukiji Japan.<br /><searchLink fieldCode="AU" term="%22Gronchi+A%22">Gronchi A</searchLink>; Fondazione IRCCS Istituto Nazionale dei Tumori Milan Italy.<br /><searchLink fieldCode="AU" term="%22Nishida+T%22">Nishida T</searchLink>; Osaka Hospital Osaka, Osaka Japan.<br /><searchLink fieldCode="AU" term="%22Bouche+O%22">Bouche O</searchLink>; University of Reims Champagne-Ardenne REIMS France.<br /><searchLink fieldCode="AU" term="%22Emile+JF%22">Emile JF</searchLink>; Versailles SQY University Boulogne France.<br /><searchLink fieldCode="AU" term="%22Ngo+C%22">Ngo C</searchLink>; Institut Gustave Roussy VILLEJUIF France.<br /><searchLink fieldCode="AU" term="%22Hohenberger+P%22">Hohenberger P</searchLink>; Heidelberg University Mannheim Germany.<br /><searchLink fieldCode="AU" term="%22Cotarelo+C%22">Cotarelo C</searchLink>; Heinrich Heine University Düsseldorf Düsseldorf Germany.<br /><searchLink fieldCode="AU" term="%22Jakob+J%22">Jakob J</searchLink>; University Medical Centre Mannheim Mannheim Germany.<br /><searchLink fieldCode="AU" term="%22Bovee+JVMG%22">Bovee JVMG</searchLink>; Leiden University Medical Center Leiden Netherlands.<br /><searchLink fieldCode="AU" term="%22Gelderblom+H%22">Gelderblom H</searchLink>; Leiden University Medical Center Leiden Netherlands.<br /><searchLink fieldCode="AU" term="%22Szumera-Ciećkiewicz+A%22">Szumera-Ciećkiewicz A</searchLink>; Maria Skłodowska-Curie Memorial Cancer Center and Institute of Oncology Warsaw Poland.<br /><searchLink fieldCode="AU" term="%22Jean-Denis+M%22">Jean-Denis M</searchLink>; Centre Léon Bérard Lyon France.<br /><searchLink fieldCode="AU" term="%22Bollard+J%22">Bollard J</searchLink>; Centre Léon Bérard Lyon France.<br /><searchLink fieldCode="AU" term="%22Lassau+N%22">Lassau N</searchLink>; Institut Gustave Roussy Villejuif France.<br /><searchLink fieldCode="AU" term="%22Le+Cesne+A%22">Le Cesne A</searchLink>; Gustave Roussy Cancer Campus Villejuif France.<br /><searchLink fieldCode="AU" term="%22Blay+JY%22">Blay JY</searchLink>; Centre Léon Bérard Lyon France.<br /><searchLink fieldCode="AU" term="%22Italiano+A%22">Italiano A</searchLink>; Institut Bergonié Bordeaux France.<br /><searchLink fieldCode="AU" term="%22Crombe+A%22">Crombe A</searchLink>; Gustave Roussy, Bordeaux France.<br /><searchLink fieldCode="AU" term="%22Coindre+JM%22">Coindre JM</searchLink>; Institut Bergonié Bordeaux France.<br /><searchLink fieldCode="AU" term="%22Kather+JN%22">Kather JN</searchLink>; TU Dresden Dresden Germany.
– Name: TitleSource
  Label: Source
  Group: Src
  Data: <searchLink fieldCode="JN" term="%222984705R%22">Cancer research</searchLink> [Cancer Res] 2026 Jun 08. <i>Date of Electronic Publication: </i>2026 Jun 08.
– Name: TypePub
  Label: Publication Type
  Group: TypPub
  Data: Journal Article
– Name: TitleSource
  Label: Journal Info
  Group: Src
  Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22American+Association+for+Cancer+Research%22">American Association for Cancer Research </searchLink><i>Country of Publication: </i>United States <i>NLM ID: </i>2984705R <i>Publication Model: </i>Print-Electronic <i>Cited Medium: </i>Internet <i>ISSN: </i>1538-7445 (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2200085472%22">00085472 </searchLink><i>NLM ISO Abbreviation: </i>Cancer Res <i>Subsets: </i>MEDLINE
PLink https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=mdl&AN=42258704
RecordInfo BibRecord:
  BibEntity:
    Identifiers:
      – Type: doi
        Value: 10.1158/0008-5472.CAN-26-0132
    Languages:
      – Code: eng
        Text: English
    Titles:
      – TitleFull: Deep Learning Predicts Mutations and Outcomes in Gastrointestinal Stromal Tumors from Whole-Slide Images.
        Type: main
  BibRelationships:
    HasContributorRelationships:
      – PersonEntity:
          Name:
            NameFull: Bonetti A
      – PersonEntity:
          Name:
            NameFull: Le VL
      – PersonEntity:
          Name:
            NameFull: Carrero ZI
      – PersonEntity:
          Name:
            NameFull: Wolf F
      – PersonEntity:
          Name:
            NameFull: Gustav M
      – PersonEntity:
          Name:
            NameFull: Lam SW
      – PersonEntity:
          Name:
            NameFull: Vanhersecke L
      – PersonEntity:
          Name:
            NameFull: Sobczuk P
      – PersonEntity:
          Name:
            NameFull: Le Loarer F
      – PersonEntity:
          Name:
            NameFull: Lenarcik M
      – PersonEntity:
          Name:
            NameFull: Rutkowski P
      – PersonEntity:
          Name:
            NameFull: van Sabben JM
      – PersonEntity:
          Name:
            NameFull: Steeghs N
      – PersonEntity:
          Name:
            NameFull: Van Boven HH
      – PersonEntity:
          Name:
            NameFull: Machado I
      – PersonEntity:
          Name:
            NameFull: Bagué S
      – PersonEntity:
          Name:
            NameFull: Navarro S
      – PersonEntity:
          Name:
            NameFull: Medina-Ceballos E
      – PersonEntity:
          Name:
            NameFull: Agra-Pujol C
      – PersonEntity:
          Name:
            NameFull: Giner F
      – PersonEntity:
          Name:
            NameFull: TapiaPathology Department Hospital Univers G
      – PersonEntity:
          Name:
            NameFull: Hernández-Gallego A
      – PersonEntity:
          Name:
            NameFull: Civantos-Jubera G
      – PersonEntity:
          Name:
            NameFull: Cuatrecasas M
      – PersonEntity:
          Name:
            NameFull: Lopez-Prades S
      – PersonEntity:
          Name:
            NameFull: Perret R
      – PersonEntity:
          Name:
            NameFull: Soubeyran I
      – PersonEntity:
          Name:
            NameFull: Khalifa E
      – PersonEntity:
          Name:
            NameFull: Blouin L
      – PersonEntity:
          Name:
            NameFull: Wardelmann E
      – PersonEntity:
          Name:
            NameFull: Meurgey A
      – PersonEntity:
          Name:
            NameFull: Collini P
      – PersonEntity:
          Name:
            NameFull: Voloshin A
      – PersonEntity:
          Name:
            NameFull: Yatabe Y
      – PersonEntity:
          Name:
            NameFull: Hirano H
      – PersonEntity:
          Name:
            NameFull: Gronchi A
      – PersonEntity:
          Name:
            NameFull: Nishida T
      – PersonEntity:
          Name:
            NameFull: Bouche O
      – PersonEntity:
          Name:
            NameFull: Emile JF
      – PersonEntity:
          Name:
            NameFull: Ngo C
      – PersonEntity:
          Name:
            NameFull: Hohenberger P
      – PersonEntity:
          Name:
            NameFull: Cotarelo C
      – PersonEntity:
          Name:
            NameFull: Jakob J
      – PersonEntity:
          Name:
            NameFull: Bovee JVMG
      – PersonEntity:
          Name:
            NameFull: Gelderblom H
      – PersonEntity:
          Name:
            NameFull: Szumera-Ciećkiewicz A
      – PersonEntity:
          Name:
            NameFull: Jean-Denis M
      – PersonEntity:
          Name:
            NameFull: Bollard J
      – PersonEntity:
          Name:
            NameFull: Lassau N
      – PersonEntity:
          Name:
            NameFull: Le Cesne A
      – PersonEntity:
          Name:
            NameFull: Blay JY
      – PersonEntity:
          Name:
            NameFull: Italiano A
      – PersonEntity:
          Name:
            NameFull: Crombe A
      – PersonEntity:
          Name:
            NameFull: Coindre JM
      – PersonEntity:
          Name:
            NameFull: Kather JN
    IsPartOfRelationships:
      – BibEntity:
          Dates:
            – D: 08
              M: 06
              Text: 2026 Jun 08
              Type: published
              Y: 2026
          Identifiers:
            – Type: issn-electronic
              Value: 1538-7445
          Titles:
            – TitleFull: Cancer research
              Type: main
ResultId 1