Valerie Glutsch

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

The transcription factor NRF2 enhances melanoma malignancy by blocking differentiation and inducing COX2 expression

Christina Jessen, Julia Katharina Charlotte Kreß, Apoorva Baluapuri et al. · Oncogene · 2020 · 84 citations · Full text

Life Sciences, Molecular Biology, Oncology +17