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Automated melanoma detection. An algorithm inspired from human intelligence characterizing disordered pattern of melanocytic lesions improving a convolutional neural network.
Monnier J, Foahom Gouabou AC, Serdi M, Collenne J, Iguernaissi R, Richard MA, Gaudy-Marqueste C, Damoiseaux JL, Grob JJ, Merad D. Monnier J, et al. Among authors: iguernaissi r. J Am Acad Dermatol. 2024 Aug;91(2):350-352. doi: 10.1016/j.jaad.2024.02.063. Epub 2024 Apr 12. J Am Acad Dermatol. 2024. PMID: 38614250 Free article. No abstract available.
Fusion between an Algorithm Based on the Characterization of Melanocytic Lesions' Asymmetry with an Ensemble of Convolutional Neural Networks for Melanoma Detection.
Collenne J, Monnier J, Iguernaissi R, Nawaf M, Richard MA, Grob JJ, Gaudy-Marqueste C, Dubuisson S, Merad D. Collenne J, et al. Among authors: iguernaissi r. J Invest Dermatol. 2024 Jul;144(7):1600-1607.e2. doi: 10.1016/j.jid.2023.09.289. Epub 2024 Jan 29. J Invest Dermatol. 2024. PMID: 38296020 Free article.