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Skin cancer classification via convolutional neural networks: systematic review of studies involving human experts.
Haggenmüller, Sarah; Maron, Roman C; Hekler, Achim; Utikal, Jochen S; Barata, Catarina; Barnhill, Raymond L; Beltraminelli, Helmut; Berking, Carola; Betz-Stablein, Brigid; Blum, Andreas; Braun, Stephan A; Carr, Richard; Combalia, Marc; Fernandez-Figueras, Maria-Teresa; Ferrara, Gerardo; Fraitag, Sylvie; French, Lars E; Gellrich, Frank F; Ghoreschi, Kamran; Goebeler, Matthias; Guitera, Pascale; Haenssle, Holger A; Haferkamp, Sebastian; Heinzerling, Lucie; Heppt, Markus V; Hilke, Franz J; Hobelsberger, Sarah; Krahl, Dieter; Kutzner, Heinz; Lallas, Aimilios; Liopyris, Konstantinos; Llamas-Velasco, Mar; Malvehy, Josep; Meier, Friedegund; Müller, Cornelia S L; Navarini, Alexander A; Navarrete-Dechent, Cristián; Perasole, Antonio; Poch, Gabriela; Podlipnik, Sebastian; Requena, Luis; Rotemberg, Veronica M; Saggini, Andrea; Sangueza, Omar P; Santonja, Carlos; Schadendorf, Dirk; Schilling, Bastian; Schlaak, Max; Schlager, Justin G; Sergon, Mildred.
Afiliação
  • Haggenmüller S; Digital Biomarkers for Oncology Group, National Center for Tumor Diseases (NCT), German Cancer Research Center (DKFZ), Heidelberg, Germany; German Cancer Consortium (DKTK), Heidelberg, Germany.
  • Maron RC; Digital Biomarkers for Oncology Group, National Center for Tumor Diseases (NCT), German Cancer Research Center (DKFZ), Heidelberg, Germany; German Cancer Consortium (DKTK), Heidelberg, Germany.
  • Hekler A; Digital Biomarkers for Oncology Group, National Center for Tumor Diseases (NCT), German Cancer Research Center (DKFZ), Heidelberg, Germany; German Cancer Consortium (DKTK), Heidelberg, Germany.
  • Utikal JS; Department of Dermatology, Heidelberg University, Mannheim, Germany; Skin Cancer Unit, German Cancer Research Center (DKFZ), Heidelberg, Germany.
  • Barata C; Institute for Systems and Robotics (ISR/IST), Instituto Superior Técnico, University of Lisbon, Portugal.
  • Barnhill RL; Departments of Pathology and Translational Research, Institut Curie, Paris, France.
  • Beltraminelli H; Department of Dermatology, Inselspital Bern University Hospital, University of Bern, Bern, Switzerland.
  • Berking C; Department of Dermatology, University Hospital Erlangen, Erlangen, Germany.
  • Betz-Stablein B; The University of Queensland Diamantina Institute, The University of Queensland, Dermatology Research Centre, Brisbane, Australia.
  • Blum A; Public, Private and Teaching Practice of Dermatology, Konstanz, Germany.
  • Braun SA; Department of Dermatology, Medical Faculty, Heinrich-Heine-University, Düsseldorf, Germany; Department of Dermatology, University Hospital Münster, Germany.
  • Carr R; Department of Pathology, Warwick Hospital, Warwick, UK.
  • Combalia M; Department of Dermatology, Hospital Clinic of Barcelona, IDIBAPS, University of Barcelona, Ciber de Enfermedades Raras ISCIII, Barcelona, Spain.
  • Fernandez-Figueras MT; Hospital Universitari General de Catalunya, Grupo Quironsalud, Universitat Internacional de Catalunya, Sant Cugat Del Vallés, Barcelona, Spain.
  • Ferrara G; Anatomic Pathology Unit, Macerata General Hospital, Macerata, Italy.
  • Fraitag S; Department of Pathology, University Paris Descartes, Necker-Enfants Malades Hospital, Assistance Publique Hospitals of Paris, Paris, France.
  • French LE; Department of Dermatology and Allergy, University Hospital, LMU Munich, Munich, Germany; Dr. Philip Frost, Department of Dermatology and Cutaneous Surgery, University of Miami Miller School of Medicine, Miami, FL, USA.
  • 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.
  • Ghoreschi K; Charité - Universitätsmedizin Berlin, Department of Dermatology, Venereology and Allergology, Berlin, Germany.
  • Goebeler M; Department of Dermatology, Venereology and Allergology, University Hospital Würzburg, Würzburg, Germany.
  • Guitera P; Sydney Melanoma Diagnostic Centre, Royal Prince Alfred Hospital, Sydney, New South Wales, Australia; Melanoma Institute Australia, And the University of Sydney, Australia.
  • Haenssle HA; Department of Dermatology, University Hospital Heidelberg, Heidelberg, Germany.
  • Haferkamp S; Department of Dermatology, University Hospital Regensburg, Regensburg, Germany.
  • Heinzerling L; Department of Dermatology and Allergy, University Hospital, LMU Munich, Munich, Germany.
  • Heppt MV; Department of Dermatology, University Hospital Erlangen, Erlangen, Germany.
  • Hilke FJ; Charité - Universitätsmedizin Berlin, Department of Dermatology, Venereology and Allergology, Berlin, 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.
  • Krahl D; Dres. Krahl Dermatopathology, Heidelberg, Germany.
  • Kutzner H; Dermatopathology Friedrichshafen, Friedrichshafen, Germany.
  • Lallas A; First Department of Dermatology, School of Medicine, Faculty of Health Sciences, Aristotle University, Thessaloniki, Greece.
  • Liopyris K; Memorial Sloan Kettering Cancer Center, New York, NY, USA.
  • Llamas-Velasco M; Department of Dermatology, University Hospital La Princesa, Madrid, Spain.
  • Malvehy J; Department of Dermatology, Hospital Clinic of Barcelona, IDIBAPS, University of Barcelona, Ciber de Enfermedades Raras ISCIII, Barcelona, Spain.
  • 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.
  • Müller CSL; Institute for Histology, Cytology and Molecular Diagnostic, Trier, Germany.
  • Navarini AA; Department of Dermatology, University Hospital of Basel, Switzerland.
  • Navarrete-Dechent C; Department of Dermatology, Escuela de Medicina, Pontificia Universidad Católica de Chile, Santiago, Chile.
  • Perasole A; Anatomic and Cytopathology, Az. ULSS 8 Berica, Regione Veneto, Ospedale San Bortolo, Vicenza, Italy.
  • Poch G; Charité - Universitätsmedizin Berlin, Department of Dermatology, Venereology and Allergology, Berlin, Germany.
  • Podlipnik S; Department of Dermatology, Hospital Clinic of Barcelona, IDIBAPS, University of Barcelona, Ciber de Enfermedades Raras ISCIII, Barcelona, Spain.
  • Requena L; Dermatology Department, Hospital Fundación Jiménez Díaz, Madrid, Spain.
  • Rotemberg VM; Dermatology Service, Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA.
  • Saggini A; Dermatopathology Friedrichshafen, Friedrichshafen, Germany.
  • Sangueza OP; Dermatopathology, Wake Forest School of Medicine, Winston-Salem, North Carolina, USA.
  • Santonja C; Pathology Department, Fundación Jiménez Díaz, Madrid, Spain.
  • Schadendorf D; German Cancer Consortium (DKTK), Heidelberg, Germany; Department of Dermatology, Venereology and Allergology, University Hospital Essen, University Duisburg-Essen, Essen, Germany.
  • Schilling B; Department of Dermatology, Venereology and Allergology, University Hospital Würzburg, Würzburg, Germany.
  • Schlaak M; Charité - Universitätsmedizin Berlin, Department of Dermatology, Venereology and Allergology, Berlin, Germany.
  • Schlager JG; Department of Dermatology and Allergy, University Hospital, LMU Munich, Munich, 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.
Eur J Cancer ; 156: 202-216, 2021 10.
Article em En | MEDLINE | ID: mdl-34509059
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Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Assunto principal: Neoplasias Cutâneas / Interpretação de Imagem Assistida por Computador / Diagnóstico por Computador / Redes Neurais de Computação / Dermoscopia / Dermatologistas / Patologistas / Melanoma / Microscopia Tipo de estudo: Diagnostic_studies / Prognostic_studies / Systematic_reviews Limite: Humans Idioma: En Revista: Eur J Cancer Ano de publicação: 2021 Tipo de documento: Article País de afiliação: Alemanha País de publicação: Reino Unido
Texto completo
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Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Assunto principal: Neoplasias Cutâneas / Interpretação de Imagem Assistida por Computador / Diagnóstico por Computador / Redes Neurais de Computação / Dermoscopia / Dermatologistas / Patologistas / Melanoma / Microscopia Tipo de estudo: Diagnostic_studies / Prognostic_studies / Systematic_reviews Limite: Humans Idioma: En Revista: Eur J Cancer Ano de publicação: 2021 Tipo de documento: Article País de afiliação: Alemanha País de publicação: Reino Unido