Friedrich Feuerhake

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 31

Top Topics

Biomedical Imaging

Histological Images

Block Truncation Coding

Top Venues

Bildverarbeitung für die Medizin

Publications

Jan-Philipp Redlich, Friedrich Feuerhake, Joachim Weis, Nadine S. Schaadt, Sarah Teuber-Hanselmann, Christoph Buck, Sabine Luttmann, Andrea Eberle, Stefan Nikolin, Arno Appenzeller, Andreas Portmann, André Homeyer
Machine learning-based analysis of glioma tissue sections: a review. CoRR (2024)
Daniel Reisenbüchler, Lucas Luttner, Nadine S. Schaadt, Friedrich Feuerhake, Dorit Merhof
Unsupervised Latent Stain Adaption for Digital Pathology. CoRR (2024)
Raphael Schäfer, Till Nicke, Henning Höfener, Annkristin Lange, Dorit Merhof, Friedrich Feuerhake, Volkmar Schulz, Johannes Lotz, Fabian Kiessling
Overcoming data scarcity in biomedical imaging with a foundational multi-task model. Nat. Comput. Sci. 4 (7) (2024)
Raphael Schäfer, Till Nicke, Henning Höfener, Annkristin Lange, Dorit Merhof, Friedrich Feuerhake, Volkmar Schulz, Johannes Lotz, Fabian Kiessling
Overcoming Data Scarcity in Biomedical Imaging with a Foundational Multi-Task Model. CoRR (2023)
Jelica Vasiljevic, Friedrich Feuerhake, Cédric Wemmert, Thomas Andrew Lampert
HistoStarGAN: A unified approach to stain normalisation, stain transfer and stain invariant segmentation in renal histopathology. Knowl. Based Syst. 277 (2023)
Jelica Vasiljevic, Zeeshan Nisar, Friedrich Feuerhake, Cédric Wemmert, Thomas Andrew Lampert
CycleGAN for virtual stain transfer: Is seeing really believing? Artif. Intell. Medicine 133 (2022)
Jelica Vasiljevic, Friedrich Feuerhake, Cédric Wemmert, Thomas Andrew Lampert
HistoStarGAN: A Unified Approach to Stain Normalisation, Stain Transfer and Stain Invariant Segmentation in Renal Histopathology. CoRR (2022)
Jelica Vasiljevic, Friedrich Feuerhake, Cédric Wemmert, Thomas Andrew Lampert
Self Adversarial Attack as an Augmentation Method for Immunohistochemical Stainings. ISBI (2021)
Jelica Vasiljevic, Friedrich Feuerhake, Cédric Wemmert, Thomas Andrew Lampert
Towards histopathological stain invariance by Unsupervised Domain Augmentation using generative adversarial networks. Neurocomputing 460 (2021)
Jelica Vasiljevic, Friedrich Feuerhake, Cédric Wemmert, Thomas Andrew Lampert
Self adversarial attack as an augmentation method for immunohistochemical stainings. CoRR (2021)
Odyssée Merveille, Thomas Andrew Lampert, Jessica Schmitz, Germain Forestier, Friedrich Feuerhake, Cédric Wemmert
An automatic framework for fusing information from differently stained consecutive digital whole slide images: A case study in renal histology. Comput. Methods Programs Biomed. 208 (2021)
Robin Heckenauer, Jonathan Weber, Cédric Wemmert, Friedrich Feuerhake, Michel Hassenforder, Pierre-Alain Muller, Germain Forestier
Real-Time Detection of Glomeruli in Renal Pathology. CBMS (2020)
Daniel Bug, Gregor Nickel, Anne Grote, Friedrich Feuerhake, Eva Oswald, Julia Schüler, Dorit Merhof
Image Quilting for Histological Image Synthesis. Bildverarbeitung für die Medizin (2020)
Jelica Vasiljevic, Friedrich Feuerhake, Cédric Wemmert, Thomas Andrew Lampert
Towards Histopathological Stain Invariance by Unsupervised Domain Augmentation using Generative Adversarial Networks. CoRR (2020)
Daniel Bug, Felix Bartsch, Nadine Sarah Schaadt, Mathias Wien, Friedrich Feuerhake, Julia Schüler, Eva Oswald, Dorit Merhof
Scalable HEVC for Histological Whole-Slide Image Compression. Bildverarbeitung für die Medizin (2020)
Nadine S. Schaadt, Ralf Schönmeyer, Germain Forestier, Nicolas Brieu, Peter Braubach, Katharina Nekolla, Michael Meyer-Hermann, Friedrich Feuerhake
Graph-based description of tertiary lymphoid organs at single-cell level. PLoS Comput. Biol. 16 (2) (2020)
Odyssée Merveille, Thomas Andrew Lampert, Jessica Schmitz, Germain Forestier, Friedrich Feuerhake, Cédric Wemmert
An automatic framework to study the tissue micro-environment of renal glomeruli in differently stained consecutive digital whole slide images. CoRR (2020)
Daniel Bug, Dennis Eschweiler, Qianyu Liu, Justus Schock, Leon Weninger, Friedrich Feuerhake, Julia Schüler, Johannes Stegmaier, Dorit Merhof
Combined Learning for Similar Tasks with Domain-Switching Networks. MICCAI (5) (2019)
Anne Grote, Nadine S. Schaadt, Germain Forestier, Cédric Wemmert, Friedrich Feuerhake
Crowdsourcing of Histological Image Labeling and Object Delineation by Medical Students. IEEE Trans. Medical Imaging 38 (5) (2019)
Thomas Andrew Lampert, Odyssée Merveille, Jessica Schmitz, Germain Forestier, Friedrich Feuerhake, Cédric Wemmert
Strategies for Training Stain Invariant CNNS. ISBI (2019)
Nadine S. Schaadt, Anne Grote, Germain Forestier, Cédric Wemmert, Friedrich Feuerhake
Role of Task Complexity and Training in Crowdsourced Image Annotation. COMPAY/OMIA@MICCAI (2018)
Thomas Andrew Lampert, Odyssée Merveille, Jessica Schmitz, Germain Forestier, Friedrich Feuerhake, Cédric Wemmert
Strategies for Training Stain Invariant CNNs. CoRR (2018)
Daniel Bug, Steffen Schneider, Anne Grote, Eva Oswald, Friedrich Feuerhake, Julia Schüler, Dorit Merhof
Context-based Normalization of Histological Stains using Deep Convolutional Features. CoRR (2017)
Daniel Bug, Steffen Schneider, Anne Grote, Eva Oswald, Friedrich Feuerhake, Julia Schüler, Dorit Merhof
Context-Based Normalization of Histological Stains Using Deep Convolutional Features. DLMIA/ML-CDS@MICCAI (2017)
Daniel Bug, Anne Grote, Julia Schüler, Friedrich Feuerhake, Dorit Merhof
Analyzing Immunohistochemically Stained Whole-Slide Images of Ovarian Carcinoma. Bildverarbeitung für die Medizin (2017)
Maja Temerinac-Ott, Germain Forestier, Jessica Schmitz, Meyke Hermsen, J. H. Braseni, Friedrich Feuerhake, Cédric Wemmert
Detection of glomeruli in renal pathology by mutual comparison of multiple staining modalities. ISPA (2017)
Grégory Apou, Nadine S. Schaadt, Benoît Naegel, Germain Forestier, Ralf Schönmeyer, Friedrich Feuerhake, Cédric Wemmert, Anne Grote
Detection of lobular structures in normal breast tissue. Comput. Biol. Medicine 74 (2016)
Daniel Bug, Julia Schüler, Friedrich Feuerhake, Dorit Merhof
Multi-class single-label classification of histopathological whole-slide images. ISBI (2016)
Ralf Schönmeyer, Nicolas Brieu, Nadine S. Schaadt, Friedrich Feuerhake, Günter Schmidt, Gerd Karl Binnig
Automated Whole Slide Analysis of Differently Stained and Co-Registered Tissue Sections. Bildverarbeitung für die Medizin (2015)
Daniel Bug, Friedrich Feuerhake, Dorit Merhof
Foreground Extraction for Histopathological Whole Slide Imaging. Bildverarbeitung für die Medizin (2015)
Grégory Apou, Friedrich Feuerhake, Germain Forestier, Benoît Naegel, Cédric Wemmert
Synthesizing whole slide images. ISPA (2015)
Grégory Apou, Benoît Naegel, Germain Forestier, Friedrich Feuerhake, Cédric Wemmert
Fast Segmentation for Texture-based Cartography of whole Slide Images. VISAPP (1) (2014)
Grégory Apou, Benoît Naegel, Germain Forestier, Friedrich Feuerhake, Cédric Wemmert
Efficient Region-based Classification for Whole Slide Images. VISIGRAPP (Selected Papers) (2014)
Cédric Wemmert, Juliane M. Kruger, Germain Forestier, Ludovic Sternberger, Friedrich Feuerhake, Pierre Gançarski
Stain unmixing in brightfield multiplexed immunohistochemistry. ICIP (2013)