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ORCIDPatrick Wagner 0002
Person information
- affiliation: Fraunhofer Heinrich Hertz Institute, Artificial Intelligence and Explainable AI Group, Berlin, Germany
- affiliation: TU Berlin, Germany
Other persons with the same name
- Patrick H. Wagner
![[0000-0002-4028-3629]](https://dblp1.uni-trier.de/img/orcid-mark.12x12.png "0000-0002-4028-3629")
(aka: Patrick Wagner 0001) — KU Leuven, Laboratory for Soft Matter and Biophysics, Belgium - Patrick Wagner 0003 — Vienna University of Technology, Institute of Computer Technology, Austria
- Patrick Wagner 0004 — Fraunhofer Institute AISEC, Garching, Germany
- Patrick Wagner 0005 — RWTH Aachen University, Germany
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Journal Articles
- 2022
[j4]Simon Letzgus, Patrick Wagner, Jonas Lederer, Wojciech Samek, Klaus-Robert Müller, Grégoire Montavon:
Toward Explainable Artificial Intelligence for Regression Models: A methodological perspective. IEEE Signal Process. Mag. 39(4): 40-58 (2022)- 2021
- [j3]Nils Strodthoff, Patrick Wagner, Tobias Schaeffter, Wojciech Samek:
Deep Learning for ECG Analysis: Benchmarks and Insights from PTB-XL. IEEE J. Biomed. Health Informatics 25(5): 1519-1528 (2021) - 2020
- [j2]Nils Strodthoff, Patrick Wagner, Markus Wenzel, Wojciech Samek:
UDSMProt: universal deep sequence models for protein classification. Bioinform. 36(8): 2401-2409 (2020) - [j1]Felix Sattler, Jackie Ma, Patrick Wagner, David Neumann, Markus Wenzel, Ralf Schäfer, Wojciech Samek, Klaus-Robert Müller, Thomas Wiegand:
Risk estimation of SARS-CoV-2 transmission from bluetooth low energy measurements. npj Digit. Medicine 3 (2020)
Conference and Workshop Papers
- 2019
- [c1]Patrick Wagner, Jakob Paul Morath, Arturo Zychlinsky, Klaus-Robert Müller, Wojciech Samek:
Rotation Invariant Clustering of 3D Cell Nuclei Shapes. EMBC 2019: 6022-6027
Parts in Books or Collections
- 2017
- [p1]Matthias Schultze-Kraft, Mario Neumann, Martin Lundfall, Patrick Wagner, Daniel Birman, John-Dylan Haynes, Benjamin Blankertz:
Predicting Motor Intentions with Closed-Loop Brain-Computer Interfaces. Brain-Computer Interface Research (6) 2017: 79-90
Informal and Other Publications
- 2023
- [i4]Patrick Wagner, Temesgen Mehari, Wilhelm Haverkamp, Nils Strodthoff:
Explaining Deep Learning for ECG Analysis: Building Blocks for Auditing and Knowledge Discovery. CoRR abs/2305.17043 (2023) - 2021
- [i3]Simon Letzgus, Patrick Wagner, Jonas Lederer, Wojciech Samek, Klaus-Robert Müller, Grégoire Montavon:
Toward Explainable AI for Regression Models. CoRR abs/2112.11407 (2021) - 2020
- [i2]Felix Sattler, Jackie Ma, Patrick Wagner, David Neumann, Markus Wenzel, Ralf Schäfer, Wojciech Samek, Klaus-Robert Müller, Thomas Wiegand:
Risk Estimation of SARS-CoV-2 Transmission from Bluetooth Low Energy Measurements. CoRR abs/2004.11841 (2020) - [i1]Nils Strodthoff, Patrick Wagner, Tobias Schaeffter, Wojciech Samek:
Deep Learning for ECG Analysis: Benchmarks and Insights from PTB-XL. CoRR abs/2004.13701 (2020)
Coauthor Index
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