Teresa Deinlein

Association Between Surgical Skin Markings in Dermoscopic Images and Diagnostic Performance of a Deep Learning Convolutional Neural Network for Melanoma Recognition

Julia K. Winkler, Christine Fink, Ferdinand Toberer et al. · JAMA Dermatology · 2019 · 352 citations · Full text

Man against machine reloaded: performance of a market-approved convolutional neural network in classifying a broad spectrum of skin lesions in comparison with 96 dermatologists working under less artificial conditions

Holger A. Haenssle, Christine Fink, Ferdinand Toberer et al. · Annals of Oncology · 2020 · 222 citations · Full text

Melanoma recognition by a deep learning convolutional neural network—Performance in different melanoma subtypes and localisations

Julia K. Winkler, Katharina Sies, Christine Fink et al. · European Journal of Cancer · 2020 · 103 citations

Image Classification, Different Melanoma Subtypes, Image Analysis +11

Clinical and dermoscopic clues to differentiate pigmented nail bands: an International Dermoscopy Society study

Elisa Benati, Simone Ribero, Caterina Longo et al. · Journal of the European Academy of Dermatology and Venereology · 2016 · 84 citations · Full text

Diagnostic performance of a deep learning convolutional neural network in the differentiation of combined naevi and melanomas

Christine Fink, Andreas Blum, Timo Buhl et al. · Journal of the European Academy of Dermatology and Venereology · 2019 · 73 citations · Full text