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Robustness of convolutional neural networks in recognition of pigmented skin lesions.
Maron RC, Haggenmüller S, von Kalle C, Utikal JS, Meier F, Gellrich FF, Hauschild A, French LE, Schlaak M, Ghoreschi K, Kutzner H, Heppt MV, Haferkamp S, Sondermann W, Schadendorf D, Schilling B, Hekler A, Krieghoff-Henning E, Kather JN, Fröhling S, Lipka DB, Brinker TJ. Maron RC, et al. Among authors: frohling s. Eur J Cancer. 2021 Mar;145:81-91. doi: 10.1016/j.ejca.2020.11.020. Epub 2021 Jan 7. Eur J Cancer. 2021. PMID: 33423009 Free article.
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.
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.
Prediction of melanoma evolution in melanocytic nevi via artificial intelligence: A call for prospective data.
Sondermann W, Utikal JS, Enk AH, Schadendorf D, Klode J, Hauschild A, Weichenthal M, French LE, Berking C, Schilling B, Haferkamp S, Fröhling S, von Kalle C, Brinker TJ. Sondermann W, et al. Among authors: frohling s. Eur J Cancer. 2019 Sep;119:30-34. doi: 10.1016/j.ejca.2019.07.009. Epub 2019 Aug 8. Eur J Cancer. 2019. PMID: 31401471 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. 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.
300 results