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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.
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.
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.
An RNA vaccine drives immunity in checkpoint-inhibitor-treated melanoma.
Sahin U, Oehm P, Derhovanessian E, Jabulowsky RA, Vormehr M, Gold M, Maurus D, Schwarck-Kokarakis D, Kuhn AN, Omokoko T, Kranz LM, Diken M, Kreiter S, Haas H, Attig S, Rae R, Cuk K, Kemmer-Brück A, Breitkreuz A, Tolliver C, Caspar J, Quinkhardt J, Hebich L, Stein M, Hohberger A, Vogler I, Liebig I, Renken S, Sikorski J, Leierer M, Müller V, Mitzel-Rink H, Miederer M, Huber C, Grabbe S, Utikal J, Pinter A, Kaufmann R, Hassel JC, Loquai C, Türeci Ö. Sahin U, et al. Among authors: muller v. Nature. 2020 Sep;585(7823):107-112. doi: 10.1038/s41586-020-2537-9. Epub 2020 Jul 29. Nature. 2020. PMID: 32728218 Clinical Trial.
Differential expansion of circulating human MDSC subsets in patients with cancer, infection and inflammation.
Cassetta L, Bruderek K, Skrzeczynska-Moncznik J, Osiecka O, Hu X, Rundgren IM, Lin A, Santegoets K, Horzum U, Godinho-Santos A, Zelinskyy G, Garcia-Tellez T, Bjelica S, Taciak B, Kittang AO, Höing B, Lang S, Dixon M, Müller V, Utikal JS, Karakoç D, Yilmaz KB, Górka E, Bodnar L, Anastasiou OE, Bourgeois C, Badura R, Kapinska-Mrowiecka M, Gotic M, Ter Laan M, Kers-Rebel E, Król M, Santibañez JF, Müller-Trutwin M, Dittmer U, de Sousa AE, Esendağlı G, Adema G, Loré K, Ersvær E, Umansky V, Pollard JW, Cichy J, Brandau S. Cassetta L, et al. Among authors: muller trutwin m, muller v. J Immunother Cancer. 2020 Sep;8(2):e001223. doi: 10.1136/jitc-2020-001223. J Immunother Cancer. 2020. PMID: 32907925 Free PMC article.
Patient preferences for treatment of advanced melanoma: impact of comorbidities.
Weilandt J, Diehl K, Schaarschmidt ML, Kiecker F, Sasama B, Pronk M, Ohletz J, Könnecke A, Müller V, Utikal J, Hillen U, Harth W, Peitsch WK. Weilandt J, et al. Among authors: muller v. J Dtsch Dermatol Ges. 2021 Jan;19(1):58-70. doi: 10.1111/ddg.14293. Epub 2020 Oct 4. J Dtsch Dermatol Ges. 2021. PMID: 33015933
[Management of malignant adnexal neoplasms of the skin].
Nagel P, Müller V, Utikal J. Nagel P, et al. Among authors: muller v. Hautarzt. 2021 Jul;72(7):619-632. doi: 10.1007/s00105-021-04829-x. Epub 2021 Jun 17. Hautarzt. 2021. PMID: 34137901 German.
1,587 results