A deep convolutional neural network-based pigmented skin lesion classification application and experts evaluation

The HAM10000 dataset, a large collection of multi-source dermatoscopic images of common pigmented skin lesions

Scientific Data · 2018 · 3.2K citations · Full text

Computing, Computer Science, Dermatology +16

The HAM10000 dataset, a large collection of multi-source dermatoscopic images of common pigmented skin lesions

Philipp Tschandl, Cliff Rosendahl, Harald Kittler · Queensland's institutional digital repository (The University of Queensland) · 2018 · 2.8K citations

Computing, Computer Science, Dermatology +16

A methodological approach to the classification of dermoscopy images

M. Emre Celebi, Hassan A. Kingravi, Bakhtiyar Uddin et al. · Computerized Medical Imaging and Graphics · 2007 · 679 citations

Computing, Dermatology, Pathology +11

Skin Lesion Analysis towards Melanoma Detection Using Deep Learning Network

Yuexiang Li, Linlin Shen · Sensors · 2018 · 631 citations · Full text

Computing, Computer Science, Dermatology +15

Vital signs: melanoma incidence and mortality trends and projections - United States, 1982-2030.

Gery P. Guy, Cheryll C. Thomas, Trevor Thompson et al. · PubMed · 2015 · 576 citations · Full text

Medicine, Dermatology, Oncology +17