Cyrill Géraud

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 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

Angiocrine Bmp2 signaling in murine liver controls normal iron homeostasis

Philipp‐Sebastian Koch, Victor Olsavszky, Friederike Ulbrich et al. · Blood · 2016 · 163 citations · Full text

GATA4-dependent organ-specific endothelial differentiation controls liver development and embryonic hematopoiesis

Cyrill Géraud, Philipp‐Sebastian Koch, Johanna Zierow et al. · Journal of Clinical Investigation · 2017 · 163 citations · Full text

Genetics, Organ Development, Cellular Physiology +26

Endothelial GATA4 controls liver fibrosis and regeneration by preventing a pathogenic switch in angiocrine signaling

Manuel Winkler, Theresa Staniczek, Sina W. Kürschner et al. · Journal of Hepatology · 2020 · 162 citations · Full text