Andreas Blum

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

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 · 365 citations · Full text

Veterinary Medicine, Dermatology, Oncology +16

Expert-Level Diagnosis of Nonpigmented Skin Cancer by Combined Convolutional Neural Networks

Philipp Tschandl, Cliff Rosendahl, Bengü Nisa Akay et al. · JAMA Dermatology · 2018 · 331 citations · Full text

Medicine, Dermatology, Oncology +17

Prospective Evaluation of a Follow-Up Schedule in Cutaneous Melanoma Patients: Recommendations for an Effective Follow-Up Strategy

Claus Garbe, Andrena Paul, Hanna Kohler-Späth et al. · Journal of Clinical Oncology · 2003 · 265 citations

Medicine, Dermatology, Oncology +17

Skin cancer classification via convolutional neural networks: systematic review of studies involving human experts

Sarah Haggenmüller, Roman C. Maron, Achim Hekler et al. · European Journal of Cancer · 2021 · 247 citations · Full text

Medicine, Dermatology, Oncology +17