Concepedia

Achim Hekler

AH

Statistics

Publications

26

Citations

3.8K

H-Index

24

Active since

2012

Affiliations

National Center for Tumor Diseases(Current)

Heidelberg University

German Cancer Research Center

Ludwig-Maximilians-Universität München

University Hospital Heidelberg

Achim Hekler is an author at National Center for Tumor Diseases specializing in machine learning, convolutional neural networks, and dermatology.

ORCID

Publications per year

2012–2024

26

Publications

26

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

, , +16

Deep neural networks are superior to dermatologists in melanoma image classification

Titus J. Brinker, Achim Hekler, Alexander Enk et al. · European Journal of Cancer · 2019 · 410 citations · Full text

, , +17

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

, , +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

, , +16

Deep learning outperformed 11 pathologists in the classification of histopathological melanoma images

Achim Hekler, Jochen Utikal, Alexander Enk et al. · European Journal of Cancer · 2019 · 280 citations · Full text

, , +17

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