Deutsches Krebsforschungszentrum (DKFZ)

Pathologist-level classification of histopathological melanoma images with deep neural networks. (2019) Hekler A, Utikal JS, Enk AH, Klode J, Schadendorf D, Jansen P, Franklin C, et al. Journal article Superior skin cancer classification by the combination of human and artificial intelligence. (2019) Hekler A, Utikal JS, Enk AH, Hauschild A, Weichenthal M, Maron RC, Berking C, et al. Journal article Deep learning outperformed 136 of 157 dermatologists in a head-to-head dermoscopic melanoma image classification task. (2019) Brinker TJ, Hekler A, Enk AH, Klode J, Hauschild A, Berking C, Schilling B, et al. Journal article A convolutional neural network trained with dermoscopic images performed on par with 145 dermatologists in a clinical melanoma image classification task. (2019) Brinker TJ, Hekler A, Enk AH, Klode J, Hauschild A, Berking C, Schilling B, et al. Journal article Comparison of leukemia-associated immunophenotype (LAIP)-based and different-from-normal (DfN)-based analysis of measurable residual disease (MRD) in patients with AML (2019) Von Bonin M, Buecklein V, Krause S, Voelkl S, Rieger M, Berg T, Brendel C, et al. Conference contribution Minutes of the General Meeting of the German Society for Medical Physics e.V. 2019 (2019) Ladd ME, Bert C Journal article Prevention of Cervical Cancer: Guideline of the DGGG and the DKG (S3 Level, AWMF Register Number 015/027OL, December 2017) - Part 1 with Introduction, Screening and the Pathology of Cervical Dysplasia (2019) Hillemanns P, Friese K, Dannecker C, Klug S, Seifert U, Iftner T, Haedicke J, et al. Journal article Impact of Single Dose Photons and Carbon Ions on Perfusion and Vascular Permeability: A Dynamic Contrast-Enhanced MRI Pilot Study in the Anaplastic Rat Prostate Tumor R3327-AT1 (2019) Bendinger AL, Seyler L, Saager M, Debus C, Peschke P, Komljenovic D, Debus J, et al. Journal article Contrast-to-noise ratio analysis of microscopic diffusion anisotropy indices in q-space trajectory imaging (2019) Martin J, Endt S, Wetscherek A, Kuder TA, Dörfler A, Uder M, Hensel B, Laun FB Journal article Prediction of melanoma evolution in melanocytic nevi via artificial intelligence: A call for prospective data (vol 119, pg 30, 2019) (2019) Sondermann W, Utikal JS, Enk AH, Schadendorf D, Klode J, Hauschild A, Weichenthal M, et al. Journal article, Erratum