Klaus Gerwert

According to our database, Klaus Gerwert authored at least 9 papers between 2013 and 2022.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2022

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

2021

Shape decomposition algorithms for laser capture microdissection.

Leonie Selbach, Tobias Kowalski, Klaus Gerwert, Maike Buchin, Axel Mosig

Algorithms Mol. Biol., 2021

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

Proceedings of the MICCAI Workshop on Computational Pathology, 2021

2020

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

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

Bioinform., 2020

2019

Estimation of Protein-Ligand Unbinding Kinetics Using Non-Equilibrium Targeted Molecular Dynamics Simulations.

Steffen Wolf, Marta Amaral, Maryse Lowinski, Francois Vallée, Djordje Musil, Jörn Güldenhaupt, Matthias K. Dreyer, Jörg Bomke, Matthias Frech, Jürgen Schlitter, Klaus Gerwert

J. Chem. Inf. Model., 2019

2015

Fully automated registration of vibrational microspectroscopic images in histologically stained tissue sections.

Chen Yang, Daniel Niedieker, Frederik Großerüschkamp, Melanie Horn, Andrea Tannapfel, Angela Kallenbach-Thieltges, Klaus Gerwert, Axel Mosig

BMC Bioinform., 2015

2014

Identifying minimally redundant wavenumbers for vibrational microspectroscopic image analysis.

Qiaoyong Zhong, Daniel Niedieker, Dennis Petersen, Klaus Gerwert, Axel Mosig

Proceedings of the 10th International Conference on Natural Computation, 2014

2013

Similarity maps and hierarchical clustering for annotating FT-IR spectral images.

Qiaoyong Zhong, Chen Yang, Frederik Großerüschkamp, Angela Kallenbach-Thieltges, Peter Serocka, Klaus Gerwert, Axel Mosig

BMC Bioinform., 2013