Klaus Gerwert

Publication Activity (10 Years)

Years Active: 2013-2022
Publications (10 Years): 7

Top Topics

Multiple Instance

Molecular Dynamics

Top Venues

Medical Image Anal.

Publications

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
A framework for falsifiable explanations of machine learning models with an application in computational pathology. Medical Image Anal. 82 (2022)
Joshua Butke, Tatjana Frick, Florian Roghmann, Samir F. El-Mashtoly, Klaus Gerwert, Axel Mosig
End-to-end Multiple Instance Learning for Whole-Slide Cytopathology of Urothelial Carcinoma. COMPAY@MICCAI (2021)
Leonie Selbach, Tobias Kowalski, Klaus Gerwert, Maike Buchin, Axel Mosig
Shape decomposition algorithms for laser capture microdissection. Algorithms Mol. Biol. 16 (1) (2021)
Leonie Selbach, Tobias Kowalski, Klaus Gerwert, Maike Buchin, Axel Mosig
Shape Decomposition Algorithms for Laser Capture Microdissection. WABI (2020)
Arne P. Raulf, Joshua Butke, Claus Küpper, Frederik Großerüschkamp, Klaus Gerwert, Axel Mosig
Deep representation learning for domain adaptable classification of infrared spectral imaging data. Bioinform. 36 (1) (2020)
Arne P. Raulf, Joshua Butke, Lukas Menzen, Claus Küpper, Frederik Großerüschkamp, Klaus Gerwert, Axel Mosig
Deep Neural Networks for the Correction of Mie Scattering in Fourier-Transformed Infrared Spectra of Biological Samples. CoRR (2020)
Steffen Wolf, Marta Amaral, Maryse Lowinski, Francois Vallée, Djordje Musil, Jörn Güldenhaupt, Matthias K. Dreyer, Jörg Bomke, Matthias Frech, Jürgen Schlitter, Klaus Gerwert
Estimation of Protein-Ligand Unbinding Kinetics Using Non-Equilibrium Targeted Molecular Dynamics Simulations. J. Chem. Inf. Model. 59 (12) (2019)
Chen Yang, Daniel Niedieker, Frederik Großerüschkamp, Melanie Horn, Andrea Tannapfel, Angela Kallenbach-Thieltges, Klaus Gerwert, Axel Mosig
Fully automated registration of vibrational microspectroscopic images in histologically stained tissue sections. BMC Bioinform. 16 (2015)
Qiaoyong Zhong, Daniel Niedieker, Dennis Petersen, Klaus Gerwert, Axel Mosig
Identifying minimally redundant wavenumbers for vibrational microspectroscopic image analysis. ICNC (2014)
Qiaoyong Zhong, Chen Yang, Frederik Großerüschkamp, Angela Kallenbach-Thieltges, Peter Serocka, Klaus Gerwert, Axel Mosig
Similarity maps and hierarchical clustering for annotating FT-IR spectral images. BMC Bioinform. 14 (2013)