Concepedia

Philipp Koch

PK

35

Publications

2.1K

Citations

19

H-Index

2014

Active since

Affiliations

University of Lübeck(Current)

Clinique Romande de Réadaptation

École Polytechnique Fédérale de Lausanne

University of Geneva

University of Würzburg

Philipp Koch is an author at University of Lübeck specializing in engineering, speech recognition, and deep learning.

ORCID

Top concepts

Publications per year

2014–2024

35

Publications

35

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

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

SleepTransformer: Automatic Sleep Staging With Interpretability and Uncertainty Quantification

Huy Phan, Kaare B. Mikkelsen, Oliver Y. Chén et al. · IEEE Transactions on Biomedical Engineering · 2022 · 277 citations · Full text

Towards More Accurate Automatic Sleep Staging via Deep Transfer Learning

Huy Phan, Oliver Y. Chén, Philipp Koch et al. · IEEE Transactions on Biomedical Engineering · 2020 · 151 citations · Full text

Parietofrontal motor pathways and their association with motor function after stroke

Robert Schulz, Philipp Koch, Máximo Zimerman et al. · Brain · 2015 · 110 citations · Full text

Rows per page

1–5 of 35