Concepedia

Daniela Hartmann

DH

43

Publications

2.8K

Citations

25

H-Index

2010

Active since

Affiliations

Ludwig-Maximilians-Universität München(Current)

LMU Klinikum

University of Miami

University of Modena and Reggio Emilia

Heidelberg University

Daniela Hartmann is an author at Ludwig-Maximilians-Universität München specializing in medicine, histopathology, and biomedical imaging.

ORCID

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Publications per year

2010–2023

43

Publications

43

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

Long chain ceramides and very long chain ceramides have opposite effects on human breast and colon cancer cell growth

Daniela Hartmann, Jessica Lucks, Sina Fuchs et al. · The International Journal of Biochemistry & Cell Biology · 2012 · 213 citations

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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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