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Explainable artificial intelligence in skin cancer recognition: A systematic review.
Hauser, Katja; Kurz, Alexander; Haggenmüller, Sarah; Maron, Roman C; von Kalle, Christof; Utikal, Jochen S; Meier, Friedegund; Hobelsberger, Sarah; Gellrich, Frank F; Sergon, Mildred; Hauschild, Axel; French, Lars E; Heinzerling, Lucie; Schlager, Justin G; Ghoreschi, Kamran; Schlaak, Max; Hilke, Franz J; Poch, Gabriela; Kutzner, Heinz; Berking, Carola; Heppt, Markus V; Erdmann, Michael; Haferkamp, Sebastian; Schadendorf, Dirk; Sondermann, Wiebke; Goebeler, Matthias; Schilling, Bastian; Kather, Jakob N; Fröhling, Stefan; Lipka, Daniel B; Hekler, Achim; Krieghoff-Henning, Eva; Brinker, Titus J.
Afiliación
  • Hauser K; Digital Biomarkers for Oncology Group, National Center for Tumor Diseases (NCT), German Cancer Research Center (DKFZ), Heidelberg, Germany.
  • Kurz A; Digital Biomarkers for Oncology Group, National Center for Tumor Diseases (NCT), German Cancer Research Center (DKFZ), Heidelberg, Germany.
  • Haggenmüller S; Digital Biomarkers for Oncology Group, National Center for Tumor Diseases (NCT), German Cancer Research Center (DKFZ), Heidelberg, Germany.
  • Maron RC; Digital Biomarkers for Oncology Group, National Center for Tumor Diseases (NCT), German Cancer Research Center (DKFZ), Heidelberg, Germany.
  • von Kalle C; Department of Clinical-Translational Sciences, Charité University Medicine and Berlin Institute of Health (BIH), Berlin, Germany.
  • Utikal JS; Department of Dermatology, Heidelberg University, Mannheim, Germany; Skin Cancer Unit, German Cancer Research Center (DKFZ), Heidelberg, Germany.
  • Meier F; Skin Cancer Center at the University Cancer Centre and National Center for Tumor Diseases Dresden, Department of Dermatology, University Hospital Carl Gustav Carus, Technische Universität Dresden, Germany.
  • Hobelsberger S; Skin Cancer Center at the University Cancer Centre and National Center for Tumor Diseases Dresden, Department of Dermatology, University Hospital Carl Gustav Carus, Technische Universität Dresden, Germany.
  • Gellrich FF; Skin Cancer Center at the University Cancer Centre and National Center for Tumor Diseases Dresden, Department of Dermatology, University Hospital Carl Gustav Carus, Technische Universität Dresden, Germany.
  • Sergon M; Skin Cancer Center at the University Cancer Centre and National Center for Tumor Diseases Dresden, Department of Dermatology, University Hospital Carl Gustav Carus, Technische Universität Dresden, Germany.
  • Hauschild A; Department of Dermatology, University Hospital (UKSH), Kiel, Germany.
  • French LE; Department of Dermatology and Allergy, University Hospital, LMU Munich, Munich, Germany; Dr. Phillip Frost Department of Dermatology and Cutaneous Surgery, University of Miami, Miller School of Medicine, Miami, FL, USA.
  • Heinzerling L; Department of Dermatology and Allergy, University Hospital, LMU Munich, Munich, Germany.
  • Schlager JG; Department of Dermatology and Allergy, University Hospital, LMU Munich, Munich, Germany.
  • Ghoreschi K; Department of Dermatology, Venereology and Allergology, Charité - Universitätsmedizin Berlin, Berlin, Germany.
  • Schlaak M; Department of Dermatology, Venereology and Allergology, Charité - Universitätsmedizin Berlin, Berlin, Germany.
  • Hilke FJ; Department of Dermatology, Venereology and Allergology, Charité - Universitätsmedizin Berlin, Berlin, Germany.
  • Poch G; Department of Dermatology, Venereology and Allergology, Charité - Universitätsmedizin Berlin, Berlin, Germany.
  • Kutzner H; Dermatopathology Laboratory, Friedrichshafen, Germany.
  • Berking C; Department of Dermatology, University Hospital Erlangen, Comprehensive Cancer Center Erlangen - EMN, Friedrich-Alexander University Erlangen, Nuremberg, Germany.
  • Heppt MV; Department of Dermatology, University Hospital Erlangen, Comprehensive Cancer Center Erlangen - EMN, Friedrich-Alexander University Erlangen, Nuremberg, Germany.
  • Erdmann M; Department of Dermatology, University Hospital Erlangen, Comprehensive Cancer Center Erlangen - EMN, Friedrich-Alexander University Erlangen, Nuremberg, Germany.
  • Haferkamp S; Department of Dermatology, University Hospital Regensburg, Regensburg, Germany.
  • Schadendorf D; Department of Dermatology, University Hospital Essen, Essen, Germany.
  • Sondermann W; Department of Dermatology, University Hospital Essen, Essen, Germany.
  • Goebeler M; Department of Dermatology, University Hospital Würzburg, Würzburg, Germany.
  • Schilling B; Department of Dermatology, University Hospital Würzburg, Würzburg, Germany.
  • Kather JN; Division of Translational Medical Oncology, German Cancer Research Center (DKFZ), Heidelberg, Germany.
  • Fröhling S; National Center for Tumor Diseases (NCT), German Cancer Research Center (DKFZ), Heidelberg, Germany.
  • Lipka DB; National Center for Tumor Diseases (NCT), German Cancer Research Center (DKFZ), Heidelberg, Germany.
  • Hekler A; Digital Biomarkers for Oncology Group, National Center for Tumor Diseases (NCT), German Cancer Research Center (DKFZ), Heidelberg, Germany.
  • Krieghoff-Henning E; Digital Biomarkers for Oncology Group, National Center for Tumor Diseases (NCT), German Cancer Research Center (DKFZ), Heidelberg, Germany.
  • Brinker TJ; Digital Biomarkers for Oncology Group, National Center for Tumor Diseases (NCT), German Cancer Research Center (DKFZ), Heidelberg, Germany. Electronic address: titus.brinker@dkfz.de.
Eur J Cancer ; 167: 54-69, 2022 05.
Article en En | MEDLINE | ID: mdl-35390650
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Texto completo: 1 Colección: 01-internacional Base de datos: MEDLINE Asunto principal: Neoplasias Cutáneas / Inteligencia Artificial Tipo de estudio: Diagnostic_studies / Prognostic_studies / Systematic_reviews Límite: Humans Idioma: En Revista: Eur J Cancer Año: 2022 Tipo del documento: Article País de afiliación: Alemania Pais de publicación: Reino Unido
Texto completo
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Texto completo: 1 Colección: 01-internacional Base de datos: MEDLINE Asunto principal: Neoplasias Cutáneas / Inteligencia Artificial Tipo de estudio: Diagnostic_studies / Prognostic_studies / Systematic_reviews Límite: Humans Idioma: En Revista: Eur J Cancer Año: 2022 Tipo del documento: Article País de afiliación: Alemania Pais de publicación: Reino Unido