Aadi Kalloo

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

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 · 991 citations · Full text

Computing, Computer Science, Dermatology +13

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

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 A. Gutman, M. Emre Celebi et al. · 2018 · 297 citations · Full text

Medicine, Dermatology, Oncology +15

Computer algorithms show potential for improving dermatologists' accuracy to diagnose cutaneous melanoma: Results of the International Skin Imaging Collaboration 2017

Michael A. Marchetti, Konstantinos Liopyris, Stephen W. Dusza et al. · Journal of the American Academy of Dermatology · 2019 · 103 citations · Full text

Medicine, Dermatology, Oncology +12