Roland Schneiderbauer

Man against machine: diagnostic performance of a deep learning convolutional neural network for dermoscopic melanoma recognition in comparison to 58 dermatologists

Holger A. Haenssle, Christine Fink, Roland Schneiderbauer et al. · Annals of Oncology · 2018 · 1.6K citations · Full text

Medicine, Dermatology, Oncology +14

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 · 232 citations · Full text

Medicine, Dermatology, Anatomic Pathology +12

Circulating biomarkers of tissue remodelling in pulmonary hypertension

Christian Schumann, Philipp M. Lepper, H Frank et al. · Biomarkers · 2010 · 55 citations

Medicine, Biochemistry, Cardiology +15

PD-1 Antibody-induced Guillain-Barré Syndrome in a Patient with Metastatic Melanoma

Roland Schneiderbauer, M Schneiderbauer, Wolfgang Wick et al. · Acta Dermato Venereologica · 2016 · 48 citations · Full text

Life Sciences, Immunology, Oncology +14

Skin lesions of face and scalp – Classification by a market-approved convolutional neural network in comparison with 64 dermatologists

Holger A. Haenssle, Julia K. Winkler, Christine Fink et al. · European Journal of Cancer · 2020 · 44 citations · Full text

Medicine, Dermatology, Dermatopathology +10