Friedrich Feuerhake

49 papers B 2C 2Journal 27Unranked 18

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Explainable histomorphology-based survival prediction of glioblastoma, IDH-wildtype. CoRR Jan-Philipp Redlich, Friedrich Feuerhake, Stefan Nikolin, Nadine Sarah Schaadt, Sarah Teuber-Hanselmann, Joachim Weis, Sabine Luttmann, Andrea Eberle, Christoph Buck, Timm Intemann, Pascal Birnstill, Klaus Kraywinkel, Jonas Ort, Peter Boor, André Homeyer
2026	J	`jnl`	Spatial transcriptomics expression prediction from histopathology based on cross-modal mask reconstruction and contrastive learning. Medical Image Anal. Junzhuo Liu, Markus Eckstein, Zhixiang Wang, Friedrich Feuerhake, Dorit Merhof
2026	J	`jnl`	Tissue Classification and Whole-Slide Images Analysis via Modeling of the Tumor Microenvironment and Biological Pathways. CoRR Junzhuo Liu, Xuemei Du, Daniel Reisenbüchler, Ye Chen, Markus Eckstein, Christian Matek, Friedrich Feuerhake, Dorit Merhof
2025	J	`jnl`	Attention-based Generative Latent Replay: A Continual Learning Approach for WSI Analysis. CoRR Pratibha Kumari, Daniel Reisenbüchler, Afshin Bozorgpour, Nadine S. Schaadt, Friedrich Feuerhake, Dorit Merhof
2025	J	`jnl`	Automatic Extraction of Rules for Generating Synthetic Patient Data From Real-World Population Data Using Glioblastoma as an Example. CoRR Arno Appenzeller, Nick Terzer, André Homeyer, Jan-Philipp Redlich, Sabine Luttmann, Friedrich Feuerhake, Nadine S. Schaadt, Timm Intemann, Sarah Teuber-Hanselmann, Stefan Nikolin, Joachim Weis, Klaus Kraywinkel, Pascal Birnstill
2025	J	`jnl`	HIEGNet: A Heterogenous Graph Neural Network Including the Immune Environment in Glomeruli Classification. CoRR Niklas Kormann, Masoud Ramuz, Zeeshan Nisar, Nadine S. Schaadt, Hendrik Annuth, Benjamin Doerr, Friedrich Feuerhake, Thomas Andrew Lampert, Johannes F. Lutzeyer
2025	—	`conf`	Preservation of Image Content in Stain-to-stain Translation for Digital Pathology. Bildverarbeitung für die Medizin Boqiang Huang, Wissem Benjeddou, Nadine S. Schaadt, Johannes Lotz, Friedrich Feuerhake, Dorit Merhof
2025	J	`jnl`	Spatial Transcriptomics Expression Prediction from Histopathology Based on Cross-Modal Mask Reconstruction and Contrastive Learning. CoRR Junzhuo Liu, Markus Eckstein, Zhixiang Wang, Friedrich Feuerhake, Dorit Merhof
2025	J	`jnl`	Tissue concepts: Supervised foundation models in computational pathology. Comput. Biol. Medicine Till Nicke, Raphael Schäfer, Henning Höfener, Friedrich Feuerhake, Dorit Merhof, Fabian Kiessling, Johannes Lotz
2025	—	`conf`	Top-Down Attention-Based Multiple Instance Learning for Whole Slide Image Analysis. MICCAI (1) Daniel Reisenbüchler, Ruining Deng, Christian Matek, Friedrich Feuerhake, Dorit Merhof
2024	—	`conf`	Continual Domain Incremental Learning for Privacy-Aware Digital Pathology. MICCAI (12) Pratibha Kumari, Daniel Reisenbüchler, Lucas Luttner, Nadine S. Schaadt, Friedrich Feuerhake, Dorit Merhof
2024	J	`jnl`	Continual Domain Incremental Learning for Privacy-aware Digital Pathology. CoRR Pratibha Kumari, Daniel Reisenbüchler, Lucas Luttner, Nadine S. Schaadt, Friedrich Feuerhake, Dorit Merhof
2024	J	`jnl`	Machine learning-based analysis of glioma tissue sections: a review. CoRR 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
2024	J	`jnl`	Overcoming data scarcity in biomedical imaging with a foundational multi-task model. Nat. Comput. Sci. Raphael Schäfer, Till Nicke, Henning Höfener, Annkristin Lange, Dorit Merhof, Friedrich Feuerhake, Volkmar Schulz, Johannes Lotz, Fabian Kiessling
2024	J	`jnl`	Tissue Concepts: supervised foundation models in computational pathology. CoRR Till Nicke, Raphael Schäfer, Henning Höfener, Friedrich Feuerhake, Dorit Merhof, Fabian Kiessling, Johannes Lotz
2024	—	`conf`	Unsupervised Latent Stain Adaptation for Computational Pathology. MICCAI (11) Daniel Reisenbüchler, Lucas Luttner, Nadine S. Schaadt, Friedrich Feuerhake, Dorit Merhof
2024	J	`jnl`	Unsupervised Latent Stain Adaption for Digital Pathology. CoRR Daniel Reisenbüchler, Lucas Luttner, Nadine S. Schaadt, Friedrich Feuerhake, Dorit Merhof
2024	—	`conf`	Utnetpara: A Hybrid CNN-Transformer Architecture with Multi-Scale Fusion for Whole-Slide Image Segmentation. ISBI Boqiang Huang, Jiayu Ying, Ruizhi Lyu, Nadine S. Schaadt, Barbara Mara Klinkhammer, Peter Boor, Johannes Lotz, Friedrich Feuerhake, Dorit Merhof
2023	J	`jnl`	HistoStarGAN: A unified approach to stain normalisation, stain transfer and stain invariant segmentation in renal histopathology. Knowl. Based Syst. Jelica Vasiljevic, Friedrich Feuerhake, Cédric Wemmert, Thomas Andrew Lampert
2023	J	`jnl`	Overcoming Data Scarcity in Biomedical Imaging with a Foundational Multi-Task Model. CoRR Raphael Schäfer, Till Nicke, Henning Höfener, Annkristin Lange, Dorit Merhof, Friedrich Feuerhake, Volkmar Schulz, Johannes Lotz, Fabian Kiessling
2022	J	`jnl`	CycleGAN for virtual stain transfer: Is seeing really believing? Artif. Intell. Medicine Jelica Vasiljevic, Zeeshan Nisar, Friedrich Feuerhake, Cédric Wemmert, Thomas Andrew Lampert
2022	J	`jnl`	HistoStarGAN: A Unified Approach to Stain Normalisation, Stain Transfer and Stain Invariant Segmentation in Renal Histopathology. CoRR Jelica Vasiljevic, Friedrich Feuerhake, Cédric Wemmert, Thomas Andrew Lampert
2021	J	`jnl`	An automatic framework for fusing information from differently stained consecutive digital whole slide images: A case study in renal histology. Comput. Methods Programs Biomed. Odyssée Merveille, Thomas Andrew Lampert, Jessica Schmitz, Germain Forestier, Friedrich Feuerhake, Cédric Wemmert
2021	—	`conf`	Self Adversarial Attack as an Augmentation Method for Immunohistochemical Stainings. ISBI Jelica Vasiljevic, Friedrich Feuerhake, Cédric Wemmert, Thomas Andrew Lampert
2021	J	`jnl`	Self adversarial attack as an augmentation method for immunohistochemical stainings. CoRR Jelica Vasiljevic, Friedrich Feuerhake, Cédric Wemmert, Thomas Andrew Lampert
2021	J	`jnl`	Towards histopathological stain invariance by Unsupervised Domain Augmentation using generative adversarial networks. Neurocomputing Jelica Vasiljevic, Friedrich Feuerhake, Cédric Wemmert, Thomas Andrew Lampert
2020	J	`jnl`	An automatic framework to study the tissue micro-environment of renal glomeruli in differently stained consecutive digital whole slide images. CoRR Odyssée Merveille, Thomas Andrew Lampert, Jessica Schmitz, Germain Forestier, Friedrich Feuerhake, Cédric Wemmert
2020	J	`jnl`	Graph-based description of tertiary lymphoid organs at single-cell level. PLoS Comput. Biol. Nadine S. Schaadt, Ralf Schönmeyer, Germain Forestier, Nicolas Brieu, Peter Braubach, Katharina Nekolla, Michael Meyer-Hermann, Friedrich Feuerhake
2020	—	`conf`	Image Quilting for Histological Image Synthesis. Bildverarbeitung für die Medizin Daniel Bug, Gregor Nickel, Anne Grote, Friedrich Feuerhake, Eva Oswald, Julia Schüler, Dorit Merhof
2020	B	`conf`	Real-Time Detection of Glomeruli in Renal Pathology. CBMS Robin Heckenauer, Jonathan Weber, Cédric Wemmert, Friedrich Feuerhake, Michel Hassenforder, Pierre-Alain Muller, Germain Forestier
2020	—	`conf`	Scalable HEVC for Histological Whole-Slide Image Compression. Bildverarbeitung für die Medizin Daniel Bug, Felix Bartsch, Nadine Sarah Schaadt, Mathias Wien, Friedrich Feuerhake, Julia Schüler, Eva Oswald, Dorit Merhof
2020	J	`jnl`	Towards Histopathological Stain Invariance by Unsupervised Domain Augmentation using Generative Adversarial Networks. CoRR Jelica Vasiljevic, Friedrich Feuerhake, Cédric Wemmert, Thomas Andrew Lampert
2019	—	`conf`	Combined Learning for Similar Tasks with Domain-Switching Networks. MICCAI (5) Daniel Bug, Dennis Eschweiler, Qianyu Liu, Justus Schock, Leon Weninger, Friedrich Feuerhake, Julia Schüler, Johannes Stegmaier, Dorit Merhof
2019	J	`jnl`	Crowdsourcing of Histological Image Labeling and Object Delineation by Medical Students. IEEE Trans. Medical Imaging Anne Grote, Nadine S. Schaadt, Germain Forestier, Cédric Wemmert, Friedrich Feuerhake
2019	—	`conf`	Strategies for Training Stain Invariant CNNS. ISBI Thomas Andrew Lampert, Odyssée Merveille, Jessica Schmitz, Germain Forestier, Friedrich Feuerhake, Cédric Wemmert
2018	—	`conf`	Role of Task Complexity and Training in Crowdsourced Image Annotation. COMPAY/OMIA@MICCAI Nadine S. Schaadt, Anne Grote, Germain Forestier, Cédric Wemmert, Friedrich Feuerhake
2018	J	`jnl`	Strategies for Training Stain Invariant CNNs. CoRR Thomas Andrew Lampert, Odyssée Merveille, Jessica Schmitz, Germain Forestier, Friedrich Feuerhake, Cédric Wemmert
2017	—	`conf`	Analyzing Immunohistochemically Stained Whole-Slide Images of Ovarian Carcinoma. Bildverarbeitung für die Medizin Daniel Bug, Anne Grote, Julia Schüler, Friedrich Feuerhake, Dorit Merhof
2017	—	`conf`	Context-Based Normalization of Histological Stains Using Deep Convolutional Features. DLMIA/ML-CDS@MICCAI Daniel Bug, Steffen Schneider, Anne Grote, Eva Oswald, Friedrich Feuerhake, Julia Schüler, Dorit Merhof
2017	J	`jnl`	Context-based Normalization of Histological Stains using Deep Convolutional Features. CoRR Daniel Bug, Steffen Schneider, Anne Grote, Eva Oswald, Friedrich Feuerhake, Julia Schüler, Dorit Merhof
2017	C	`conf`	Detection of glomeruli in renal pathology by mutual comparison of multiple staining modalities. ISPA Maja Temerinac-Ott, Germain Forestier, Jessica Schmitz, Meyke Hermsen, J. H. Braseni, Friedrich Feuerhake, Cédric Wemmert
2016	J	`jnl`	Detection of lobular structures in normal breast tissue. Comput. Biol. Medicine Grégory Apou, Nadine S. Schaadt, Benoît Naegel, Germain Forestier, Ralf Schönmeyer, Friedrich Feuerhake, Cédric Wemmert, Anne Grote
2016	—	`conf`	Multi-class single-label classification of histopathological whole-slide images. ISBI Daniel Bug, Julia Schüler, Friedrich Feuerhake, Dorit Merhof
2015	—	`conf`	Automated Whole Slide Analysis of Differently Stained and Co-Registered Tissue Sections. Bildverarbeitung für die Medizin Ralf Schönmeyer, Nicolas Brieu, Nadine S. Schaadt, Friedrich Feuerhake, Günter Schmidt, Gerd Karl Binnig
2015	—	`conf`	Foreground Extraction for Histopathological Whole Slide Imaging. Bildverarbeitung für die Medizin Daniel Bug, Friedrich Feuerhake, Dorit Merhof
2015	C	`conf`	Synthesizing whole slide images. ISPA Grégory Apou, Friedrich Feuerhake, Germain Forestier, Benoît Naegel, Cédric Wemmert
2014	—	`conf`	Efficient Region-based Classification for Whole Slide Images. VISIGRAPP (Selected Papers) Grégory Apou, Benoît Naegel, Germain Forestier, Friedrich Feuerhake, Cédric Wemmert
2014	—	`conf`	Fast Segmentation for Texture-based Cartography of whole Slide Images. VISAPP (1) Grégory Apou, Benoît Naegel, Germain Forestier, Friedrich Feuerhake, Cédric Wemmert
2013	B	`conf`	Stain unmixing in brightfield multiplexed immunohistochemistry. ICIP Cédric Wemmert, Juliane M. Kruger, Germain Forestier, Ludovic Sternberger, Friedrich Feuerhake, Pierre Gançarski