David Gutman

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

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

Distinct neural signatures detected for ADHD subtypes after controlling for micro-movements in resting state functional connectivity MRI data

Damien A. Fair, Joel T. Nigg, Swathi Iyer et al. · Frontiers in Systems Neuroscience · 2013 · 482 citations · Full text

Skin Lesion Analysis toward Melanoma Detection: A Challenge at the International Symposium on Biomedical Imaging (ISBI) 2016, hosted by the International Skin Imaging Collaboration (ISIC)

David Gutman, Noel Codella, E. Celebi et al. · arXiv (Cornell University) · 2016 · 361 citations · Full text

Engineering, Machine Learning, Digital Pathology +21

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 · 318 citations · Full text

Dermoscopic Image, Image Analysis, Engineering +11