Judith Sirokay

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

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

Comprehensive analysis of tumor necrosis factor receptor TNFRSF9 (4-1BB) DNA methylation with regard to molecular and clinicopathological features, immune infiltrates, and response prediction to immunotherapy in melanoma

Anne Fröhlich, Sophia Loick, Emma Bawden et al. · EBioMedicine · 2020 · 78 citations · Full text

Life Sciences, Immunology, Oncology +17

Molecular, clinicopathological, and immune correlates of LAG3 promoter DNA methylation in melanoma

Anne Fröhlich, Judith Sirokay, Simon Fietz et al. · EBioMedicine · 2020 · 67 citations · Full text

Life Sciences, Molecular Biology, Oncology +17

Cardiac MRI Depicts Immune Checkpoint Inhibitor–induced Myocarditis: A Prospective Study

Anton Faron, Alexander Isaak, Narine Mesropyan et al. · Radiology · 2021 · 58 citations · Full text

Medicine, Oncology, Radiology +17