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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. Among authors: frohling s. 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.
Anti-programmed cell death-1 therapy in nonmelanoma skin cancer.
Winkler JK, Schneiderbauer R, Bender C, Sedlaczek O, Fröhling S, Penzel R, Enk A, Hassel JC. Winkler JK, et al. Among authors: frohling s. Br J Dermatol. 2017 Feb;176(2):498-502. doi: 10.1111/bjd.14664. Epub 2016 Oct 17. Br J Dermatol. 2017. PMID: 27061826 No abstract available.
Precision oncology based on omics data: The NCT Heidelberg experience.
Horak P, Klink B, Heining C, Gröschel S, Hutter B, Fröhlich M, Uhrig S, Hübschmann D, Schlesner M, Eils R, Richter D, Pfütze K, Geörg C, Meißburger B, Wolf S, Schulz A, Penzel R, Herpel E, Kirchner M, Lier A, Endris V, Singer S, Schirmacher P, Weichert W, Stenzinger A, Schlenk RF, Schröck E, Brors B, von Kalle C, Glimm H, Fröhling S. Horak P, et al. Among authors: frohling s. Int J Cancer. 2017 Sep 1;141(5):877-886. doi: 10.1002/ijc.30828. Epub 2017 Jun 21. Int J Cancer. 2017. PMID: 28597939 Free article.
Fulminant response to combined checkpoint inhibition with ipilimumab plus nivolumab after failure of nivolumab monotherapy in metastatic melanoma.
Ugurel S, Kiecker F, Fröhling S, Wetter A, Bankfalvi A, Sucker A, Zimmer L, Livingstone E, Roesch A, Becker JC, Schadendorf D. Ugurel S, et al. Among authors: frohling s. Eur J Cancer. 2017 Sep;83:142-145. doi: 10.1016/j.ejca.2017.06.020. Epub 2017 Jul 20. Eur J Cancer. 2017. PMID: 28735071 No abstract available.
Genetic profiling of melanoma in routine diagnostics: assay performance and molecular characteristics in a consecutive series of 274 cases.
Leichsenring J, Stögbauer F, Volckmar AL, Buchhalter I, Oliveira C, Kirchner M, Fröhling S, Hassel J, Enk A, Schirmacher P, Endris V, Penzel R, Stenzinger A. Leichsenring J, et al. Among authors: frohling s. Pathology. 2018 Dec;50(7):703-710. doi: 10.1016/j.pathol.2018.08.004. Epub 2018 Oct 20. Pathology. 2018. PMID: 30348504
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. Among authors: frohling s. 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.
Process Evaluation of a Medical Student-Delivered Smoking Prevention Program for Secondary Schools: Protocol for the Education Against Tobacco Cluster Randomized Trial.
Brinker TJ, Buslaff F, Suhre JL, Silchmüller MP, Divizieva E, Wilhelm J, Hillebrand G, Penka D, Gaim B, Swoboda S, Baumermann S, Walther JW, Brieske CM, Jakob L, Baumert HM, Anhuef O, Schmidt SM, Alfitian J, Batra A, Taha L, Mons U, Hofmann FJ, Haney AC, Haney CM, Schaible S, Tran TA, Beißwenger H, Stark T, Groneberg DA, Seeger W, Srivastava A, Gall H, Holzapfel J, Rigotti NA, Baudson TG, Enk AH, Fröhling S, von Kalle C, Bernardes-Souza B, Pereira RMOS, Thomas R. Brinker TJ, et al. Among authors: frohling s. JMIR Res Protoc. 2019 Apr 11;8(4):e13508. doi: 10.2196/13508. JMIR Res Protoc. 2019. PMID: 30973348 Free PMC article.
Deep neural networks are superior to dermatologists in melanoma image classification.
Brinker TJ, Hekler A, Enk AH, Berking C, Haferkamp S, Hauschild A, Weichenthal M, Klode J, Schadendorf D, Holland-Letz T, von Kalle C, Fröhling S, Schilling B, Utikal JS. Brinker TJ, et al. Among authors: frohling s. Eur J Cancer. 2019 Sep;119:11-17. doi: 10.1016/j.ejca.2019.05.023. Epub 2019 Aug 8. Eur J Cancer. 2019. PMID: 31401469 Free article.
300 results