Katharina Drerup

Deep learning outperformed 136 of 157 dermatologists in a head-to-head dermoscopic melanoma image classification task

Titus J. Brinker, Achim Hekler, Alexander Enk et al. · European Journal of Cancer · 2019 · 589 citations

Computing, Computer Science, Dermatology +16

Superior skin cancer classification by the combination of human and artificial intelligence

Achim Hekler, Jochen Utikal, Alexander Enk et al. · European Journal of Cancer · 2019 · 354 citations · Full text

Computing, Computer Science, Dermatology +17

A convolutional neural network trained with dermoscopic images performed on par with 145 dermatologists in a clinical melanoma image classification task

Titus J. Brinker, Achim Hekler, Alexander Enk et al. · European Journal of Cancer · 2019 · 299 citations · Full text

Medicine, Dermatology, Oncology +16

Systematic outperformance of 112 dermatologists in multiclass skin cancer image classification by convolutional neural networks

Roman C. Maron, Michael Weichenthal, Jochen Utikal et al. · European Journal of Cancer · 2019 · 218 citations · Full text

Medicine, Dermatology, Oncology +15

Skin Barrier and Inflammation Genes Associated with Atopic Dermatitis are Regulated by Interleukin-13 and Modulated by Tralokinumab In vitro

Maxim A. X. Tollenaere, Thomas Litman, Lena Moebus et al. · Acta Dermato Venereologica · 2021 · 29 citations · Full text

Medicine, Dermatology, Immunology +16