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)

Identifying minimally redundant wavenumbers for vibrational microspectroscopic image analysis. - Qiaoyong Zhong; Daniel Niedieker; Dennis Petersen; Klaus Gerwert; Axel Mosig (ICNC, 2014)

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)

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)

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)

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)

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 (COMPAY@MICCAI, 2021)

Shape decomposition algorithms for laser capture microdissection. - Leonie Selbach; Tobias Kowalski; Klaus Gerwert; Maike Buchin; Axel Mosig (Algorithms Mol. Biol., 2021)

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)