Kristina Buder‐Bakhaya

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

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

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

Characterization of arthralgia induced by PD-1 antibody treatment in patients with metastasized cutaneous malignancies

Kristina Buder‐Bakhaya, Karolina Benesova, Carsten Schulz et al. · Cancer Immunology Immunotherapy · 2017 · 120 citations · Full text

Medicine, Immunology, Oncology +14