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. 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) ↗
3. Superior skin cancer classification by the combination of human and artificial intelligence. (October 2019) Authors: Schmitt, Laurenz; Peitsch, Wiebke K.; Hoffmann, Friederike; Becker, Jürgen C.; Drusio, Christina; Jansen, Philipp; Klode, Joachim; Lodde, Georg; Sammet, Stefanie; Schadendorf, Dirk; Sondermann, Wiebke; Ugurel, Selma; Zader, Jeannine; Enk, Alexander; Salzmann, Martin; Schäfer, Sarah; Schäkel, Knut... Journal: European journal of cancer Issue: Volume 120(2019) Page Start: 114 Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗