1. 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) ↗
2. 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) ↗