Axel Mosig

Full Professor, Faculty for Biology and Biotechnology, Ruhr-Universität Bochum

Joined

March 2024

Names

Axel Mosig (Preferred)

Emails

****@bph.rub.de (Confirmed)

****@ruhr-uni-bochum.de (Confirmed)

Personal Links

Homepage

Google Scholar

ORCID

Career & Education History

Full Professor

Faculty for Biology and Biotechnology, Ruhr-Universität Bochum (ruhr-uni-bochum.de)

2011 – Present

Assistant Professor

Max-Planck Partner Institute for Computational Biology, CAS/MPG Partner Institute for Computational Biology (picb.ac.cn)

2008 – 2011

PhD student

Institute for Computer Science, University of Bonn (uni-bonn.de)

2002 – 2004

Advisors, Relations & Conflicts

Postdoc Advisor

Andreas Dress

2005 – 2008

Postdoc Advisor

Peter F. Stadler

2004 – 2005

PhD Advisor

Michael Clausen

2002 – 2004

Expertise

Deep Learning

2012 – Present

Biological and Medical Image Analysis

2010 – Present

Bioinformatics

2002 – Present

Computational RNomics

2004 – 2015

Publications

Inverse folding based pre-training for the reliable identification of intrinsic transcription terminators
Vivian B. Brandenburg, Franz Narberhaus, Axel Mosig
- PLoS Comput. Biol. 2022
- Readers: Everyone
A framework for falsifiable explanations of machine learning models with an application in computational pathology
David Schuhmacher, Stephanie Schörner, Claus Küpper, Frederik Großerüschkamp, Carlo Sternemann, Celine Lugnier, Anna-Lena Kraeft, Hendrik Jütte, Andrea Tannapfel, Anke Reinacher-Schick, Klaus Gerwert, Axel Mosig
- Medical Image Anal. 2022
- Readers: Everyone
End-to-end Multiple Instance Learning for Whole-Slide Cytopathology of Urothelial Carcinoma
Joshua Butke, Tatjana Frick, Florian Roghmann, Samir El-Mashtoly, Klaus Gerwert, Axel Mosig
- Published: 25 Aug 2021, Last Modified: 05 May 2023
- COMPAY 2021
- Readers: Everyone
Shape decomposition algorithms for laser capture microdissection
Leonie Selbach, Tobias Kowalski, Klaus Gerwert, Maike Buchin, Axel Mosig
- Algorithms Mol. Biol. 2021
- Readers: Everyone
SmoothLRP: Smoothing LRP by Averaging over Stochastic Input Variations
Arne P. Raulf, Sina Däubener, Ben Hack, Axel Mosig, Asja Fischer
- Published: 01 Jan 2021, Last Modified: 13 May 2023
- ESANN 2021
- Readers: Everyone
End-to-end Multiple Instance Learning for Whole-Slide Cytopathology of Urothelial Carcinoma
Joshua Butke, Tatjana Frick, Florian Roghmann, Samir F. El-Mashtoly, Klaus Gerwert, Axel Mosig
- Published: 01 Jan 2021, Last Modified: 12 Jan 2024
- COMPAY@MICCAI 2021
- Readers: Everyone
SmoothLRP: Smoothing Explanations of Neural Network Decisions by Averaging over Stochastic Input Variations
Arne Peter Raulf, Ben Luis Hack, Sina Däubener, Axel Mosig, Asja Fischer
- 28 Sept 2020 (modified: 05 May 2023)
- ICLR 2021 Conference Withdrawn Submission
- Readers: Everyone
Shape Decomposition Algorithms for Laser Capture Microdissection
Leonie Selbach, Tobias Kowalski, Klaus Gerwert, Maike Buchin, Axel Mosig
- WABI 2020
- Readers: Everyone
Deep Neural Networks for the Correction of Mie Scattering in Fourier-Transformed Infrared Spectra of Biological Samples
Arne P. Raulf, Joshua Butke, Lukas Menzen, Claus Küpper, Frederik Großerüschkamp, Klaus Gerwert, Axel Mosig
- CoRR 2020
- Readers: Everyone
Deep representation learning for domain adaptable classification of infrared spectral imaging data
Arne P. Raulf, Joshua Butke, Claus Küpper, Frederik Großerüschkamp, Klaus Gerwert, Axel Mosig
- Published: 01 Jan 2020, Last Modified: 12 Jan 2024
- Bioinform. 2020
- Readers: Everyone

View all 30 publications

Co-Authors

View all 73 co-authors