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 ; Sondermann, Wiebke ; Soyer, H. Peter ; Starz, Hans ; Stolz, Wilhelm ; Vale, Esmeralda ; Weyers, Wolfgang ; Zink, Alexander ; Krieghoff-Henning, Eva ; Kather, Jakob N. ; von Kalle, Christof ; Lipka, Daniel B. ; Fröhling, Stefan ; Hauschild, Axel ; Kittler, Harald ; Brinker, Titus J.
; 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 ; Sondermann, Wiebke ; Soyer, H. Peter ; Starz, Hans ; Stolz, Wilhelm ; Vale, Esmeralda ; Weyers, Wolfgang ; Zink, Alexander ; Krieghoff-Henning, Eva ; Kather, Jakob N. ; von Kalle, Christof ; Lipka, Daniel B. ; Fröhling, Stefan ; Hauschild, Axel ; Kittler, Harald ; Brinker, Titus J. 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, Sondermann, Wiebke, Soyer, H. Peter, Starz, Hans, Stolz, Wilhelm, Vale, Esmeralda, Weyers, Wolfgang, Zink, Alexander , Krieghoff-Henning, Eva, Kather, Jakob N., von Kalle, Christof, Lipka, Daniel B., Fröhling, Stefan, Hauschild, Axel, Kittler, Harald and Brinker, Titus J.
(2021)
Skin cancer classification via convolutional neural networks: systematic review of studies involving human experts.
European Journal of Cancer 156, pp. 202-216.
Date of publication of this fulltext: 29 Feb 2024 12:37
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| Item type | Article | ||||
| Journal or Publication Title | European Journal of Cancer | ||||
| Publisher: | Elsevier | ||||
|---|---|---|---|---|---|
| Place of Publication: | OXFORD | ||||
| Volume: | 156 | ||||
| Page Range: | pp. 202-216 | ||||
| Date | 2021 | ||||
| Institutions | Medicine > Lehrstuhl für Dermatologie und Venerologie | ||||
| Identification Number |
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| Keywords | IMAGE CLASSIFICATION; HISTOPATHOLOGIC DIAGNOSIS; LEVEL CLASSIFICATION; MELANOMA; DERMATOLOGISTS; LESIONS; METAANALYSIS; SUPERIOR; Skin cancer classification; Digital biomarkers; Convolutional neural network(s); Artificial intelligence; Machine learning; Deep learning; Dermatology; Malignant melanoma | ||||
| Dewey Decimal Classification | 600 Technology > 610 Medical sciences Medicine | ||||
| Status | Published | ||||
| Refereed | Yes, this version has been refereed | ||||
| Created at the University of Regensburg | Yes | ||||
| Item ID | 56780 |
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