Harald Kittler

Skin Lesion Analysis Toward Melanoma Detection 2018: A Challenge Hosted by the International Skin Imaging Collaboration (ISIC)

Noel Codella, Veronica Rotemberg, Philipp Tschandl et al. · arXiv (Cornell University) · 2019 · 978 citations · Full text

Medical Image Segmentation, Engineering, Machine Learning +23

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

Skin lesion analysis toward melanoma detection: A challenge at the 2017 International symposium on biomedical imaging (ISBI), hosted by the international skin imaging collaboration (ISIC)

Noel Codella, David Gutman, M. Emre Celebi et al. · 2018 · 296 citations · Full text

Engineering, Digital Pathology, Pathology +22