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Man against machine reloaded: performance of a market-approved convolutional neural network in classifying a broad spectrum of skin lesions in comparison with 96 dermatologists working under less artificial conditions.
Haenssle HA, Fink C, Toberer F, Winkler J, Stolz W, Deinlein T, Hofmann-Wellenhof R, Lallas A, Emmert S, Buhl T, Zutt M, Blum A, Abassi MS, Thomas L, Tromme I, Tschandl P, Enk A, Rosenberger A; Reader Study Level I and Level II Groups. Haenssle HA, et al. Among authors: tschandl p. Ann Oncol. 2020 Jan;31(1):137-143. doi: 10.1016/j.annonc.2019.10.013. Ann Oncol. 2020. PMID: 31912788
Dermatoscopy of pigmented Bowen's disease.
Cameron A, Rosendahl C, Tschandl P, Riedl E, Kittler H. Cameron A, et al. Among authors: tschandl p. J Am Acad Dermatol. 2010 Apr;62(4):597-604. doi: 10.1016/j.jaad.2009.06.008. Epub 2010 Jan 15. J Am Acad Dermatol. 2010. PMID: 20079953
Accuracy in melanoma detection: a 10-year multicenter survey.
Argenziano G, Cerroni L, Zalaudek I, Staibano S, Hofmann-Wellenhof R, Arpaia N, Bakos RM, Balme B, Bandic J, Bandelloni R, Brunasso AM, Cabo H, Calcara DA, Carlos-Ortega B, Carvalho AC, Casas G, Dong H, Ferrara G, Filotico R, Gómez G, Halpern A, Ilardi G, Ishiko A, Kandiloglu G, Kawasaki H, Kobayashi K, Koga H, Kovalyshyn I, Langford D, Liu X, Marghoob AA, Mascolo M, Massone C, Mazzoni L, Menzies S, Minagawa A, Nugnes L, Ozdemir F, Pellacani G, Seidenari S, Siamas K, Stanganelli I, Stoecker WV, Tanaka M, Thomas L, Tschandl P, Kittler H. Argenziano G, et al. Among authors: tschandl p. J Am Acad Dermatol. 2012 Jul;67(1):54-9. doi: 10.1016/j.jaad.2011.07.019. Epub 2011 Oct 6. J Am Acad Dermatol. 2012. PMID: 21982636
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