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Page 1
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: paoli j. Ann Oncol. 2018 Aug 1;29(8):1836-1842. doi: 10.1093/annonc/mdy166. Ann Oncol. 2018. PMID: 29846502 Free 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: paoli j. 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: paoli j. JAMA Dermatol. 2019 Jan 1;155(1):58-65. doi: 10.1001/jamadermatol.2018.4378. JAMA Dermatol. 2019. PMID: 30484822 Free PMC article.
Standardization of dermoscopic terminology and basic dermoscopic parameters to evaluate in general dermatology (non-neoplastic dermatoses): an expert consensus on behalf of the International Dermoscopy Society.
Errichetti E, Zalaudek I, Kittler H, Apalla Z, Argenziano G, Bakos R, Blum A, Braun RP, Ioannides D, Lacarrubba F, Lazaridou E, Longo C, Micali G, Moscarella E, Paoli J, Papageorgiou C, Russo T, Scope A, Stinco G, Thomas L, Toncic RJ, Tschandl P, Cabo H, Hallpern A, Hofmann-Wellenhof R, Malvehy J, Marghoob A, Menzies S, Pellacani G, Puig S, Rabinovitz H, Rudnicka L, Vakirlis E, Soyer P, Stolz W, Tanaka M, Lallas A. Errichetti E, et al. Among authors: paoli j. Br J Dermatol. 2020 Feb;182(2):454-467. doi: 10.1111/bjd.18125. Epub 2019 Jul 28. Br J Dermatol. 2020. PMID: 31077336 Free article.
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: paoli j. 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.
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: paoli j. 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.
Dermatoscopic features of thin (≤2 mm Breslow thickness) vs. thick (>2 mm Breslow thickness) nodular melanoma and predictors of nodular melanoma versus nodular non-melanoma tumours: a multicentric collaborative study by the International Dermoscopy Society.
Sgouros D, Lallas A, Kittler H, Zarras A, Kyrgidis A, Papageorgiou C, Puig S, Scope A, Argenziano G, Zalaudek I, Pizzichetta MA, Marghoob A, Liopyris K, Malvehy J, Oikonomou C, Flórez A, Braun R, Cabo H, Nazzaro G, Lanssens S, Menzies S, Paoli J, Kaminska-Winciorek G, Longo C, Katoulis A, Apalla Z, Ioannides D, Thomas L, Tromme I, Ogata D, Desinioti C, Geller A, Stratigos A. Sgouros D, et al. Among authors: paoli j. J Eur Acad Dermatol Venereol. 2020 Nov;34(11):2541-2547. doi: 10.1111/jdv.16815. Epub 2020 Aug 24. J Eur Acad Dermatol Venereol. 2020. PMID: 32654237 Free PMC article.
285 results