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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.
Marchetti MA, Codella NCF, Dusza SW, Gutman DA, Helba B, Kalloo A, Mishra N, Carrera C, Celebi ME, DeFazio JL, Jaimes N, Marghoob AA, Quigley E, Scope A, Yélamos O, Halpern AC; International Skin Imaging Collaboration. Marchetti MA, et al. J Am Acad Dermatol. 2018 Feb;78(2):270-277.e1. doi: 10.1016/j.jaad.2017.08.016. Epub 2017 Sep 29. J Am Acad Dermatol. 2018. PMID: 28969863 Free PMC article.
The most common challenges in melanoma diagnosis and how to avoid them.
Marghoob AA, Changchien L, DeFazio J, Dessio WC, Malvehy J, Zalaudek I, Halpern AC, Scope A. Marghoob AA, et al. Among authors: defazio j. Australas J Dermatol. 2009 Feb;50(1):1-13; quiz 14-5. doi: 10.1111/j.1440-0960.2008.00496_1.x. Australas J Dermatol. 2009. PMID: 19178485 Review.
Digital imaging biomarkers feed machine learning for melanoma screening.
Gareau DS, Correa da Rosa J, Yagerman S, Carucci JA, Gulati N, Hueto F, DeFazio JL, Suárez-Fariñas M, Marghoob A, Krueger JG. Gareau DS, et al. Among authors: defazio jl. Exp Dermatol. 2017 Jul;26(7):615-618. doi: 10.1111/exd.13250. Epub 2016 Dec 19. Exp Dermatol. 2017. PMID: 27783441 Free PMC article.
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