Publications by authors named "Frederik GroSSerueschkamp"

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Label-free Aβ plaque detection in Alzheimer's disease brain tissue using infrared microscopy and neural networks.
Dajana Müller, Dominik Röhr, Baayla D C Boon, Maximilian Wulf, Thomas Arto

Heliyon· February 2025

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Dimensionality reduction for deep learning in infrared microscopy: a comparative computational survey.
Dajana Müller, David Schuhmacher, Stephanie Schörner, Frederik Großerueschkamp, Iris Tischoff

Analyst· October 2023

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Fast and label-free automated detection of microsatellite status in early colon cancer using artificial intelligence integrated infrared imaging.
Klaus Gerwert, Stephanie Schörner, Frederik Großerueschkamp, Anna-Lena Kraeft, David Schuhmacher

Eur J Cancer· March 2023

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A framework for falsifiable explanations of machine learning models with an application in computational pathology.
David Schuhmacher, Stephanie Schörner, Claus Küpper, Frederik Großerueschkamp, Carlo Sternemann

Med Image Anal· November 2022

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Advances in Digital Pathology: From Artificial Intelligence to Label-Free Imaging.
Frederik Großerueschkamp, Hendrik Jütte, Klaus Gerwert, Andrea Tannapfel

Visc Med· December 2021

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Quantum Cascade Laser-Based Infrared Imaging as a Label-Free and Automated Approach to Determine Mutations in Lung Adenocarcinoma.
Nina Goertzen, Roberto Pappesch, Jana Fassunke, Thomas Brüning, Yon-Dschun Ko

Am J Pathol· July 2021

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Application of Label-Free Proteomics for Quantitative Analysis of Urothelial Carcinoma and Cystitis Tissue.
Kathrin E Witzke, Frederik Großerueschkamp, Klaus Gerwert, Barbara Sitek

Methods Mol Biol· June 2021

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A representation learning approach for recovering scatter-corrected spectra from Fourier-transform infrared spectra of tissue samples.
Arne P Raulf, Joshua Butke, Lukas Menzen, Claus Küpper, Frederik Großerueschkamp

J Biophotonics· March 2021

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Label-free vibrational imaging of different Aβ plaque types in Alzheimer's disease reveals sequential events in plaque development.
Dominik Röhr, Baayla D C Boon, Martin Schuler, Kristin Kremer, Jeroen J M Hoozemans

Acta Neuropathol Commun· December 2020

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Grayscale representation of infrared microscopy images by extended multiplicative signal correction for registration with histological images.
Stanislau Trukhan, Valeria Tafintseva, Kristin Tøndel, Frederik Großerueschkamp, Axel Mosig

J Biophotonics· August 2020

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Label-free, automated classification of microsatellite status in colorectal cancer by infrared imaging.
Angela Kallenbach-Thieltges, Frederik Großerueschkamp, Hendrik Jütte, Claus Kuepper, Anke Reinacher-Schick

Sci Rep· June 2020

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Deep representation learning for domain adaptable classification of infrared spectral imaging data.
Arne P Raulf, Joshua Butke, Claus Küpper, Frederik Großerueschkamp, Klaus Gerwert

Bioinformatics· January 2020

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Integrated Fourier Transform Infrared Imaging and Proteomics for Identification of a Candidate Histochemical Biomarker in Bladder Cancer.
Kathrin E Witzke, Frederik Großerueschkamp, Hendrik Jütte, Melanie Horn, Florian Roghmann

Am J Pathol· March 2019

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Quantum Cascade Laser-Based Infrared Microscopy for Label-Free and Automated Cancer Classification in Tissue Sections.
Claus Kuepper, Angela Kallenbach-Thieltges, Hendrik Juette, Andrea Tannapfel, Frederik Großerueschkamp

Sci Rep· May 2018

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Spatial and molecular resolution of diffuse malignant mesothelioma heterogeneity by integrating label-free FTIR imaging, laser capture microdissection and proteomics.
Frederik Großerueschkamp, Thilo Bracht, Hanna C Diehl, Claus Kuepper, Maike Ahrens

Sci Rep· March 2017

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Marker-free automated histopathological annotation of lung tumour subtypes by FTIR imaging.
Frederik Großerueschkamp, Angela Kallenbach-Thieltges, Thomas Behrens, Thomas Brüning, Matthias Altmayer

Analyst· April 2015

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