Concepedia

Elke Sattler

ES

45

Publications

3.5K

Citations

30

H-Index

2009

Active since

Affiliations

Ludwig-Maximilians-Universität München(Current)

LMU Klinikum

University Hospital Augsburg

University of Modena and Reggio Emilia

University of Miami

Elke Sattler is an author at Ludwig-Maximilians-Universität München specializing in medicine, biomedical imaging, and dermatology.

ORCID

Top concepts

Publications per year

2009–2023

45

Publications

45

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

Man against machine reloaded: performance of a market-approved convolutional neural network in classifying a broad spectrum of skin lesions in comparison with 96 dermatologists working under less artificial conditions

Holger A. Haenssle, Christine Fink, Ferdinand Toberer et al. · Annals of Oncology · 2020 · 222 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

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