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Comparison of the accuracy of human readers versus machine-learning algorithms for pigmented skin lesion classification: an open, web-based, international, diagnostic study.
Tschandl P, Codella N, Akay BN, Argenziano G, Braun RP, Cabo H, Gutman D, Halpern A, Helba B, Hofmann-Wellenhof R, Lallas A, Lapins J, Longo C, Malvehy J, Marchetti MA, Marghoob A, Menzies S, Oakley A, Paoli J, Puig S, Rinner C, Rosendahl C, Scope A, Sinz C, Soyer HP, Thomas L, Zalaudek I, Kittler H. Tschandl P, et al. Among authors: rinner c. Lancet Oncol. 2019 Jul;20(7):938-947. doi: 10.1016/S1470-2045(19)30333-X. Epub 2019 Jun 12. Lancet Oncol. 2019. PMID: 31201137 Free PMC article.
Accuracy of dermatoscopy for the diagnosis of nonpigmented cancers of the skin.
Sinz C, Tschandl P, Rosendahl C, Akay BN, Argenziano G, Blum A, Braun RP, Cabo H, Gourhant JY, Kreusch J, Lallas A, Lapins J, Marghoob AA, Menzies SW, Paoli J, Rabinovitz HS, Rinner C, Scope A, Soyer HP, Thomas L, Zalaudek I, Kittler H. Sinz C, et al. Among authors: rinner c. J Am Acad Dermatol. 2017 Dec;77(6):1100-1109. doi: 10.1016/j.jaad.2017.07.022. Epub 2017 Sep 20. J Am Acad Dermatol. 2017. PMID: 28941871
Expert-Level Diagnosis of Nonpigmented Skin Cancer by Combined Convolutional Neural Networks.
Tschandl P, Rosendahl C, Akay BN, Argenziano G, Blum A, Braun RP, Cabo H, Gourhant JY, Kreusch J, Lallas A, Lapins J, Marghoob A, Menzies S, Neuber NM, Paoli J, Rabinovitz HS, Rinner C, Scope A, Soyer HP, Sinz C, Thomas L, Zalaudek I, Kittler H. Tschandl P, et al. Among authors: rinner c. JAMA Dermatol. 2019 Jan 1;155(1):58-65. doi: 10.1001/jamadermatol.2018.4378. JAMA Dermatol. 2019. PMID: 30484822 Free PMC article.
Human-computer collaboration for skin cancer recognition.
Tschandl P, Rinner C, Apalla Z, Argenziano G, Codella N, Halpern A, Janda M, Lallas A, Longo C, Malvehy J, Paoli J, Puig S, Rosendahl C, Soyer HP, Zalaudek I, Kittler H. Tschandl P, et al. Among authors: rinner c. Nat Med. 2020 Aug;26(8):1229-1234. doi: 10.1038/s41591-020-0942-0. Epub 2020 Jun 22. Nat Med. 2020. PMID: 32572267 Free article.
58 results