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Man against machine: diagnostic performance of a deep learning convolutional neural network for dermoscopic melanoma recognition in comparison to 58 dermatologists.
Haenssle HA, Fink C, Schneiderbauer R, Toberer F, Buhl T, Blum A, Kalloo A, Hassen ABH, Thomas L, Enk A, Uhlmann L; Reader study level-I and level-II Groups; Alt C, Arenbergerova M, Bakos R, Baltzer A, Bertlich I, Blum A, Bokor-Billmann T, Bowling J, Braghiroli N, Braun R, Buder-Bakhaya K, Buhl T, Cabo H, Cabrijan L, Cevic N, Classen A, Deltgen D, Fink C, Georgieva I, Hakim-Meibodi LE, Hanner S, Hartmann F, Hartmann J, Haus G, Hoxha E, Karls R, Koga H, Kreusch J, Lallas A, Majenka P, Marghoob A, Massone C, Mekokishvili L, Mestel D, Meyer V, Neuberger A, Nielsen K, Oliviero M, Pampena R, Paoli J, Pawlik E, Rao B, Rendon A, Russo T, Sadek A, Samhaber K, Schneiderbauer R, Schweizer A, Toberer F, Trennheuser L, Vlahova L, Wald A, Winkler J, Wölbing P, Zalaudek I. Haenssle HA, et al. Among authors: deltgen d. Ann Oncol. 2018 Aug 1;29(8):1836-1842. doi: 10.1093/annonc/mdy166. Ann Oncol. 2018. PMID: 29846502 Free article.
Diagnostic performance of a deep learning convolutional neural network in the differentiation of combined naevi and melanomas.
Fink C, Blum A, Buhl T, Mitteldorf C, Hofmann-Wellenhof R, Deinlein T, Stolz W, Trennheuser L, Cussigh C, Deltgen D, Winkler JK, Toberer F, Enk A, Rosenberger A, Haenssle HA. Fink C, et al. Among authors: deltgen d. J Eur Acad Dermatol Venereol. 2020 Jun;34(6):1355-1361. doi: 10.1111/jdv.16165. Epub 2020 Jan 21. J Eur Acad Dermatol Venereol. 2020. PMID: 31856342
[Red-brown, erosive papules in an infant].
Wald A, Deltgen D, Toberer F, Haenssle H, Fink C. Wald A, et al. Among authors: deltgen d. Hautarzt. 2022 Mar;73(3):241-244. doi: 10.1007/s00105-021-04837-x. Epub 2021 Jun 16. Hautarzt. 2022. PMID: 34132860 German. No abstract available.