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Friedrich Feuerhake
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2020 – today
- 2024
- [j8]Raphael Schäfer
, Till Nicke, Henning Höfener
Overcoming data scarcity in biomedical imaging with a foundational multi-task model. Nat. Comput. Sci. 4(7): 495-509 (2024) - [c20]Boqiang Huang, Jiayu Ying, Ruizhi Lyu, Nadine S. Schaadt, Barbara Mara Klinkhammer, Peter Boor, Johannes Lotz, Friedrich Feuerhake, Dorit Merhof:
Utnetpara: A Hybrid CNN-Transformer Architecture with Multi-Scale Fusion for Whole-Slide Image Segmentation. ISBI 2024: 1-5 - [c19]Pratibha Kumari
Continual Domain Incremental Learning for Privacy-Aware Digital Pathology. MICCAI (12) 2024: 34-44 - [c18]Daniel Reisenbüchler, Lucas Luttner, Nadine S. Schaadt, Friedrich Feuerhake, Dorit Merhof:
Unsupervised Latent Stain Adaptation for Computational Pathology. MICCAI (11) 2024: 755-765 - [i11]Jan-Philipp Redlich, Friedrich Feuerhake, Joachim Weis, Nadine S. Schaadt
Machine learning-based analysis of glioma tissue sections: a review. CoRR abs/2401.15022 (2024) - [i10]Daniel Reisenbüchler, Lucas Luttner, Nadine S. Schaadt
Unsupervised Latent Stain Adaption for Digital Pathology. CoRR abs/2406.19081 (2024) - [i9]Till Nicke, Raphael Schäfer, Henning Höfener, Friedrich Feuerhake, Dorit Merhof, Fabian Kiessling, Johannes Lotz:
Tissue Concepts: supervised foundation models in computational pathology. CoRR abs/2409.03519 (2024) - [i8]Pratibha Kumari, Daniel Reisenbüchler, Lucas Luttner, Nadine S. Schaadt, Friedrich Feuerhake, Dorit Merhof:
Continual Domain Incremental Learning for Privacy-aware Digital Pathology. CoRR abs/2409.06455 (2024) - 2023
- [j7]Jelica Vasiljevic
HistoStarGAN: A unified approach to stain normalisation, stain transfer and stain invariant segmentation in renal histopathology. Knowl. Based Syst. 277: 110780 (2023) - [i7]Raphael Schäfer
Overcoming Data Scarcity in Biomedical Imaging with a Foundational Multi-Task Model. CoRR abs/2311.09847 (2023) - 2022
- [j6]Jelica Vasiljevic
CycleGAN for virtual stain transfer: Is seeing really believing? Artif. Intell. Medicine 133: 102420 (2022) - [i6]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 abs/2210.09798 (2022) - 2021
- [j5]Odyssée Merveille
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: 106157 (2021) - [j4]Jelica Vasiljevic
Towards histopathological stain invariance by Unsupervised Domain Augmentation using generative adversarial networks. Neurocomputing 460: 277-291 (2021) - [c17]Jelica Vasiljevic
Self Adversarial Attack as an Augmentation Method for Immunohistochemical Stainings. ISBI 2021: 1939-1943 - [i5]Jelica Vasiljevic, Friedrich Feuerhake, Cédric Wemmert, Thomas Andrew Lampert:
Self adversarial attack as an augmentation method for immunohistochemical stainings. CoRR abs/2103.11362 (2021) - 2020
- [j3]Nadine S. Schaadt
Graph-based description of tertiary lymphoid organs at single-cell level. PLoS Comput. Biol. 16(2) (2020) - [c16]Daniel Bug, Felix Bartsch, Nadine Sarah Schaadt
Scalable HEVC for Histological Whole-Slide Image Compression. Bildverarbeitung für die Medizin 2020: 315-321 - [c15]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: 322-327 - [c14]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: 350-355 - [i4]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 abs/2008.13050 (2020) - [i3]Jelica Vasiljevic, Friedrich Feuerhake, Cédric Wemmert, Thomas Andrew Lampert:
Towards Histopathological Stain Invariance by Unsupervised Domain Augmentation using Generative Adversarial Networks. CoRR abs/2012.12413 (2020)
2010 – 2019
- 2019
- [j2]Anne Grote, Nadine S. Schaadt
Crowdsourcing of Histological Image Labeling and Object Delineation by Medical Students. IEEE Trans. Medical Imaging 38(5): 1284-1294 (2019) - [c13]Thomas Andrew Lampert, Odyssée Merveille
Strategies for Training Stain Invariant CNNS. ISBI 2019: 905-909 - [c12]Daniel Bug, Dennis Eschweiler, Qianyu Liu, Justus Schock, Leon Weninger, Friedrich Feuerhake, Julia Schüler, Johannes Stegmaier
Combined Learning for Similar Tasks with Domain-Switching Networks. MICCAI (5) 2019: 565-572 - 2018
- [c11]Nadine S. Schaadt
Role of Task Complexity and Training in Crowdsourced Image Annotation. COMPAY/OMIA@MICCAI 2018: 44-51 - [i2]Thomas Andrew Lampert, Odyssée Merveille, Jessica Schmitz, Germain Forestier, Friedrich Feuerhake, Cédric Wemmert:
Strategies for Training Stain Invariant CNNs. CoRR abs/1810.10338 (2018) - 2017
- [c10]Daniel Bug, Anne Grote, Julia Schüler, Friedrich Feuerhake, Dorit Merhof:
Analyzing Immunohistochemically Stained Whole-Slide Images of Ovarian Carcinoma. Bildverarbeitung für die Medizin 2017: 173-178 - [c9]Maja Temerinac-Ott
Detection of glomeruli in renal pathology by mutual comparison of multiple staining modalities. ISPA 2017: 19-24 - [c8]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: 135-142 - [i1]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 abs/1708.04099 (2017) - 2016
- [j1]Grégory Apou, Nadine S. Schaadt
Detection of lobular structures in normal breast tissue. Comput. Biol. Medicine 74: 91-102 (2016) - [c7]Daniel Bug, Julia Schüler, Friedrich Feuerhake, Dorit Merhof:
Multi-class single-label classification of histopathological whole-slide images. ISBI 2016: 1392-1396 - 2015
- [c6]Ralf Schönmeyer, Nicolas Brieu, Nadine S. Schaadt
Automated Whole Slide Analysis of Differently Stained and Co-Registered Tissue Sections. Bildverarbeitung für die Medizin 2015: 407-412 - [c5]Daniel Bug, Friedrich Feuerhake, Dorit Merhof:
Foreground Extraction for Histopathological Whole Slide Imaging. Bildverarbeitung für die Medizin 2015: 419-424 - [c4]Grégory Apou, Friedrich Feuerhake, Germain Forestier
Synthesizing whole slide images. ISPA 2015: 154-159 - 2014
- [c3]Grégory Apou, Benoît Naegel, Germain Forestier
Efficient Region-based Classification for Whole Slide Images. VISIGRAPP (Selected Papers) 2014: 239-256 - [c2]Grégory Apou, Benoît Naegel, Germain Forestier, Friedrich Feuerhake, Cédric Wemmert:
Fast Segmentation for Texture-based Cartography of whole Slide Images. VISAPP (1) 2014: 309-319 - 2013
- [c1]Cédric Wemmert, Juliane M. Kruger, Germain Forestier
Stain unmixing in brightfield multiplexed immunohistochemistry. ICIP 2013: 1125-1129
Coauthor Index
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