1. A convolutional neural network trained with dermoscopic images performed on par with 145 dermatologists in a clinical melanoma image classification task. (April 2019) Authors: Ludwig-Peitsch, Wiebke; Sirokay, Judith; Heinzerling, Lucie; Albrecht, Magarete; Baratella, Katharina; Bischof, Lena; Chorti, Eleftheria; Dith, Anna; Drusio, Christina; Giese, Nina; Gratsias, Emmanouil; Griewank, Klaus; Hallasch, Sandra; Hanhart, Zdenka; Herz, Saskia; Hohaus, Katja; Jansen, Phili... Journal: European journal of cancer Issue: Volume 111(2019) Page Start: 148 Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
2. 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 View Content: Available online (eLD content is only available in our Reading Rooms) ↗
3. Comparing artificial intelligence algorithms to 157 German dermatologists: the melanoma classification benchmark. (April 2019) Authors: Brinker, Titus J.; Hekler, Achim; Hauschild, Axel; Berking, Carola; Schilling, Bastian; Enk, Alexander H.; Haferkamp, Sebastian; Karoglan, Ante; von Kalle, Christof; Weichenthal, Michael; Sattler, Elke; Schadendorf, Dirk; Gaiser, Maria R.; Klode, Joachim; Utikal, Jochen S. Journal: European journal of cancer Issue: Volume 111(2019) Page Start: 30 Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
4. Deep learning approach to predict lymph node metastasis directly from primary tumour histology in prostate cancer. (5th May 2021) Authors: Wessels, Frederik; Schmitt, Max; Krieghoff‐Henning, Eva; Jutzi, Tanja; Worst, Thomas S.; Waldbillig, Frank; Neuberger, Manuel; Maron, Roman C.; Steeg, Matthias; Gaiser, Timo; Hekler, Achim; Utikal, Jochen S.; von Kalle, Christof; Fröhling, Stefan; Michel, Maurice S.; Nuhn, Philipp; Brinker, Titus J. Journal: BJU international Issue: Volume 128:Number 3(2021) Page Start: 352 Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
5. Deep learning approach to predict sentinel lymph node status directly from routine histology of primary melanoma tumours. (September 2021) Authors: Brinker, Titus J.; Kiehl, Lennard; Schmitt, Max; Jutzi, Tanja B.; Krieghoff-Henning, Eva I.; Krahl, Dieter; Kutzner, Heinz; Gholam, Patrick; Haferkamp, Sebastian; Klode, Joachim; Schadendorf, Dirk; Hekler, Achim; Fröhling, Stefan; Kather, Jakob N.; Haggenmüller, Sarah; von Kalle, Christof; Heppt,... Journal: European journal of cancer Issue: Volume 154(2021) Page Start: 227 Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
6. Deep learning can predict lymph node status directly from histology in colorectal cancer. (November 2021) Authors: Kiehl, Lennard; Kuntz, Sara; Höhn, Julia; Jutzi, Tanja; Krieghoff-Henning, Eva; Kather, Jakob N.; Holland-Letz, Tim; Kopp-Schneider, Annette; Chang-Claude, Jenny; Brobeil, Alexander; von Kalle, Christof; Fröhling, Stefan; Alwers, Elizabeth; Brenner, Hermann; Hoffmeister, Michael; Brinker, Titus J. Journal: European journal of cancer Issue: Volume 157(2021) Page Start: 464 Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
7. Deep learning outperformed 11 pathologists in the classification of histopathological melanoma images. (September 2019) Authors: Hekler, Achim; Utikal, Jochen S.; Enk, Alexander H.; Solass, Wiebke; Schmitt, Max; Klode, Joachim; Schadendorf, Dirk; Sondermann, Wiebke; Franklin, Cindy; Bestvater, Felix; Flaig, Michael J.; Krahl, Dieter; von Kalle, Christof; Fröhling, Stefan; Brinker, Titus J. Journal: European journal of cancer Issue: Volume 118(2019) Page Start: 91 Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
8. Deep learning outperformed 136 of 157 dermatologists in a head-to-head dermoscopic melanoma image classification task. (May 2019) Authors: Ludwig-Peitsch, Wiebke; Sirokay, Judith; Heinzerling, Lucie; Albrecht, Magarete; Baratella, Katharina; Bischof, Lena; Chorti, Eleftheria; Dith, Anna; Drusio, Christina; Giese, Nina; Gratsias, Emmanouil; Griewank, Klaus; Hallasch, Sandra; Hanhart, Zdenka; Herz, Saskia; Hohaus, Katja; Jansen, Phili... Journal: European journal of cancer Issue: Volume 113(2019) Page Start: 47 Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
9. 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) ↗
10. Integration of deep learning-based image analysis and genomic data in cancer pathology: A systematic review. (January 2022) Authors: Schneider, Lucas; Laiouar-Pedari, Sara; Kuntz, Sara; Krieghoff-Henning, Eva; Hekler, Achim; Kather, Jakob N.; Gaiser, Timo; Fröhling, Stefan; Brinker, Titus J. Journal: European journal of cancer Issue: Volume 160(2022) Page Start: 80 Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗