John Paoli

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 · 1.5K citations · Full text

Human–computer collaboration for skin cancer recognition

Philipp Tschandl, Zoé Apalla, Giuseppe Argenziano et al. · Nature Medicine · 2020 · 829 citations · Full text

Dermoscopic Image, Engineering, Pattern Recognition +6

Comparison of the accuracy of human readers versus machine-learning algorithms for pigmented skin lesion classification: an open, web-based, international, diagnostic study

Philipp Tschandl, Noel Codella, Bengü Nisa Akay et al. · The Lancet Oncology · 2019 · 513 citations · Full text

Diagnostic Study, Engineering, Machine Learning +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 · 320 citations · Full text

Clinical performance of the Nevisense system in cutaneous melanoma detection: an international, multicentre, prospective and blinded clinical trial on efficacy and safety

Josep Malvehy, Axel Hauschild, Clara Curiel‐Lewandrowski et al. · British Journal of Dermatology · 2014 · 199 citations · Full text