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 · 544 citations

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 · 298 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

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 · 136 citations

Cryopreservation of Mature Human Adipocytes

Timm P. Wolter, Dennis von Heimburg, Ingo Stoffels et al. · Annals of Plastic Surgery · 2005 · 110 citations

Metabolic Remodeling, Organ Preservation, Cellular Physiology +17