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ORCIDKlaus Gerwert
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2020 – today
- 2022
[j6]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: 102594 (2022)- 2021
- [j5]Leonie Selbach, Tobias Kowalski, Klaus Gerwert, Maike Buchin, Axel Mosig:
Shape decomposition algorithms for laser capture microdissection. Algorithms Mol. Biol. 16(1): 15 (2021) - [c3]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: 57-68 - 2020
- [j4]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): 287-294 (2020) - [c2]Leonie Selbach, Tobias Kowalski, Klaus Gerwert, Maike Buchin, Axel Mosig:
Shape Decomposition Algorithms for Laser Capture Microdissection. WABI 2020: 13:1-13:17 - [i1]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 abs/2002.07681 (2020)
2010 – 2019
- 2019
- [j3]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): 5135-5147 (2019) - 2015
- [j2]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: 396:1-396:14 (2015) - 2014
- [c1]Qiaoyong Zhong, Daniel Niedieker, Dennis Petersen, Klaus Gerwert, Axel Mosig:
Identifying minimally redundant wavenumbers for vibrational microspectroscopic image analysis. ICNC 2014: 856-861 - 2013
- [j1]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: 333 (2013)
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