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[Merkel cell carcinoma].
Hautarzt. 2019 Mar;70(3):215-227. doi: 10.1007/s00105-019-4360-5.
Hautarzt. 2019.
PMID: 30701288
German.
Superior skin cancer classification by the combination of human and artificial intelligence.
Hekler A, Utikal JS, Enk AH, Hauschild A, Weichenthal M, Maron RC, Berking C, Haferkamp S, Klode J, Schadendorf D, Schilling B, Holland-Letz T, Izar B, von Kalle C, Fröhling S, Brinker TJ; Collaborators.
Hekler A, et al.
Eur J Cancer. 2019 Oct;120:114-121. doi: 10.1016/j.ejca.2019.07.019. Epub 2019 Sep 10.
Eur J Cancer. 2019.
PMID: 31518967
Free article.
Item in Clipboard
Systematic outperformance of 112 dermatologists in multiclass skin cancer image classification by convolutional neural networks.
Maron RC, Weichenthal M, Utikal JS, Hekler A, Berking C, Hauschild A, Enk AH, Haferkamp S, Klode J, Schadendorf D, Jansen P, Holland-Letz T, Schilling B, von Kalle C, Fröhling S, Gaiser MR, Hartmann D, Gesierich A, Kähler KC, Wehkamp U, Karoglan A, Bär C, Brinker TJ; Collabrators.
Maron RC, et al.
Eur J Cancer. 2019 Sep;119:57-65. doi: 10.1016/j.ejca.2019.06.013. Epub 2019 Aug 14.
Eur J Cancer. 2019.
PMID: 31419752
Free article.
Item in Clipboard
Deep learning outperformed 136 of 157 dermatologists in a head-to-head dermoscopic melanoma image classification task.
Brinker TJ, Hekler A, Enk AH, Klode J, Hauschild A, Berking C, Schilling B, Haferkamp S, Schadendorf D, Holland-Letz T, Utikal JS, von Kalle C; Collaborators.
Brinker TJ, et al.
Eur J Cancer. 2019 May;113:47-54. doi: 10.1016/j.ejca.2019.04.001. Epub 2019 Apr 10.
Eur J Cancer. 2019.
PMID: 30981091
Free article.
Item in Clipboard
A convolutional neural network trained with dermoscopic images performed on par with 145 dermatologists in a clinical melanoma image classification task.
Brinker TJ, Hekler A, Enk AH, Klode J, Hauschild A, Berking C, Schilling B, Haferkamp S, Schadendorf D, Fröhling S, Utikal JS, von Kalle C; Collaborators.
Brinker TJ, et al.
Eur J Cancer. 2019 Apr;111:148-154. doi: 10.1016/j.ejca.2019.02.005. Epub 2019 Mar 8.
Eur J Cancer. 2019.
PMID: 30852421
Free article.
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MHC class-I downregulation in PD-1/PD-L1 inhibitor refractory Merkel cell carcinoma and its potential reversal by histone deacetylase inhibition: a case series.
Ugurel S, Spassova I, Wohlfarth J, Drusio C, Cherouny A, Melior A, Sucker A, Zimmer L, Ritter C, Schadendorf D, Becker JC.
Ugurel S, et al. Among authors: drusio c.
Cancer Immunol Immunother. 2019 Jun;68(6):983-990. doi: 10.1007/s00262-019-02341-9. Epub 2019 Apr 16.
Cancer Immunol Immunother. 2019.
PMID: 30993371
Free PMC article.
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