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Author/Creator Gellrich, Frank F.

1. Combining CNN-based histologic whole slide image analysis and patient data to improve skin cancer classification. (May 2021)

Authors:
Höhn, Julia; Krieghoff-Henning, Eva; Jutzi, Tanja B.; von Kalle, Christof; Utikal, Jochen S.; Meier, Friedegund; Gellrich, Frank F.; Hobelsberger, Sarah; Hauschild, Axel; Schlager, Justin G.; French, Lars; Heinzerling, Lucie; Schlaak, Max; Ghoreschi, Kamran; Hilke, Franz J.; Poch, Gabriela; Kutzn...
Journal:
European journal of cancer
Issue:
Volume 149(2021)
Page Start:
94
Record Type:
Journal Article
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Available online (eLD content is only available in our Reading Rooms) ↗

2. Explainable artificial intelligence in skin cancer recognition: A systematic review. (May 2022)

Authors:
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; Hi...
Journal:
European journal of cancer
Issue:
Volume 167(2022)
Page Start:
54
Record Type:
Journal Article
View Content:
Available online (eLD content is only available in our Reading Rooms) ↗

3. Model soups improve performance of dermoscopic skin cancer classifiers. (September 2022)

Authors:
Maron, Roman C.; Hekler, Achim; Haggenmüller, Sarah; von Kalle, Christof; Utikal, Jochen S.; Müller, Verena; Gaiser, Maria; Meier, Friedegund; Hobelsberger, Sarah; Gellrich, Frank F.; Sergon, Mildred; Hauschild, Axel; French, Lars E.; Heinzerling, Lucie; Schlager, Justin G.; Ghoreschi, Kamran; Sc...
Journal:
European journal of cancer
Issue:
Volume 173(2022)
Page Start:
307
Record Type:
Journal Article
View Content:
Available online (eLD content is only available in our Reading Rooms) ↗

4. Robustness of convolutional neural networks in recognition of pigmented skin lesions. (March 2021)

Authors:
Maron, Roman C.; Haggenmüller, Sarah; von Kalle, Christof; Utikal, Jochen S.; Meier, Friedegund; Gellrich, Frank F.; Hauschild, Axel; French, Lars E.; Schlaak, Max; Ghoreschi, Kamran; Kutzner, Heinz; Heppt, Markus V.; Haferkamp, Sebastian; Sondermann, Wiebke; Schadendorf, Dirk; Schilling, Bastian...
Journal:
European journal of cancer
Issue:
Volume 145(2021)
Page Start:
81
Record Type:
Journal Article
View Content:
Available online (eLD content is only available in our Reading Rooms) ↗

5. Skin cancer classification via convolutional neural networks: systematic review of studies involving human experts. (October 2021)

Authors:
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; Frait...
Journal:
European journal of cancer
Issue:
Volume 156(2021)
Page Start:
202
Record Type:
Journal Article
View Content:
Available online (eLD content is only available in our Reading Rooms) ↗

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