Titus J. Brinker

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 · 544 citations

A single-cell landscape of high-grade serous ovarian cancer

Benjamin Izar, Itay Tirosh, Elizabeth H. Stover et al. · Nature Medicine · 2020 · 478 citations · Full text

Tumor Heterogeneity, Medicine, Gynecology +5

Deep neural networks are superior to dermatologists in melanoma image classification

Titus J. Brinker, Achim Hekler, Alexander Enk et al. · European Journal of Cancer · 2019 · 386 citations · Full text

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 · 349 citations · Full text

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 · 293 citations · Full text