Ashfaq A. Marghoob

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 · 539 citations · Full text

Medicine, Dermatology, Health Informatics +16

Border detection in dermoscopy images using statistical region merging

M. Emre Celebi, Hassan A. Kingravi, Hitoshi Iyatomi et al. · Skin Research and Technology · 2008 · 367 citations

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

Results of the 2016 International Skin Imaging Collaboration International Symposium on Biomedical Imaging challenge: Comparison of the accuracy of computer algorithms to dermatologists for the diagnosis of melanoma from dermoscopic images

Michael A. Marchetti, Noel Codella, Stephen W. Dusza et al. · Journal of the American Academy of Dermatology · 2017 · 327 citations · Full text

Medicine, Biomedical Engineering, Dermatology +15

New recommendations for the categorization of cutaneous features of congenital melanocytic nevi

Sven Krengel, Alon Scope, Stephen W. Dusza et al. · Journal of the American Academy of Dermatology · 2012 · 312 citations

Medicine, Dermatology, Pathology +13