Ante Karoglan

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Publications

Citations

1.8K

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Active since

2017

Affiliations

German Cancer Research Center(Current)

University Hospital Heidelberg

Heidelberg University

National Center for Tumor Diseases

Ludwig-Maximilians-Universität München

Ante Karoglan is an author at German Cancer Research Center specializing in dermatology, convolutional neural networks, and lesion image classification.

ORCID

Publications per year

2017–2020

Publications

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 · 589 citations

Computing, Computer Science, Dermatology +16

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 · 354 citations · Full text

Computing, Computer Science, Dermatology +17

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 · 299 citations · Full text

Medicine, Dermatology, Oncology +16

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 · 218 citations · Full text

Medicine, Dermatology, Oncology +15

Comparing artificial intelligence algorithms to 157 German dermatologists: the melanoma classification benchmark

Titus J. Brinker, Achim Hekler, Axel Hauschild et al. · European Journal of Cancer · 2019 · 155 citations · Full text

Medicine, Biomedical Informatics, Dermatology +16

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