Concepedia

Katharina Kilian

KK

7

Publications

1.5K

Citations

7

H-Index

2013

Active since

Affiliations

Ludwig-Maximilians-Universität München(Current)

Heidelberg University

German Cancer Research Center

University Hospital Heidelberg

LMU Klinikum

Katharina Kilian is an author at Ludwig-Maximilians-Universität München specializing in oncology, medicine, and dermatology.

Top concepts

Publications per year

2013–2019

7

Publications

7

Deep learning outperformed 136 of 157 dermatologists in a head-to-head dermoscopic melanoma image classification task

Titus J. Brinker, Achim Hekler, Alexander Enk et al. · European Journal of Cancer · 2019 · 544 citations

Superior skin cancer classification by the combination of human and artificial intelligence

Achim Hekler, Jochen Utikal, Alexander Enk et al. · European Journal of Cancer · 2019 · 349 citations · Full text

A convolutional neural network trained with dermoscopic images performed on par with 145 dermatologists in a clinical melanoma image classification task

Titus J. Brinker, Achim Hekler, Alexander Enk et al. · European Journal of Cancer · 2019 · 293 citations · Full text

Systematic outperformance of 112 dermatologists in multiclass skin cancer image classification by convolutional neural networks

Roman C. Maron, Michael Weichenthal, Jochen Utikal et al. · European Journal of Cancer · 2019 · 211 citations · Full text

Prospective evaluation of follow-up in melanoma patients in Germany – Results of a multicentre and longitudinal study

Elisabeth Livingstone, Christin Krajewski, Thomas Eigentler et al. · European Journal of Cancer · 2015 · 60 citations

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