Ingo Stoffels

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

Metastatic status of sentinel lymph nodes in melanoma determined noninvasively with multispectral optoacoustic imaging

Ingo Stoffels, Stefan Morscher, Iris Helfrich et al. · Science Translational Medicine · 2015 · 302 citations

Medicine, Oncology, Pathology +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

Association Between Sentinel Lymph Node Excision With or Without Preoperative SPECT/CT and Metastatic Node Detection and Disease-Free Survival in Melanoma

Ingo Stoffels, Christian Boy, Thorsten Pöppel et al. · JAMA · 2012 · 139 citations

Medicine, Oncology, Surgery +17

Intraoperative Fluorescence Imaging for Sentinel Lymph Node Detection

Ingo Stoffels, Joachim Dissemond, Thorsten Pöppel et al. · JAMA Surgery · 2015 · 110 citations

Medicine, Oncology, Surgery +17