Friedrich Feuerhake
- Overcoming Data Scarcity in Biomedical Imaging with a Foundational Multi-Task Model
2023/11/16 by Raphael Schäfer, Schäfer, Raphael, Till Nicke +15 · 13 citations
Computer Science · Medicine · #AI in cancer detection #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Radiomics and Machine Learning in Medical Imaging
- Therapeutic Interleukin-6 Trans-signaling Inhibition by Olamkicept (sgp130Fc) in Patients With Active Inflammatory Bowel Disease
2021/03/02 by Stefan Schreiber, Konrad Aden, Joana P. Bernardes +24 · 27 citations
Biochemistry, Genetics and Molecular Biology · Medicine · Immunology and Microbiology · #Inflammatory Bowel Disease #Cytokine Signaling Pathways and Interactions #Psoriasis: Treatment and Pathogenesis
- Unsupervised Latent Stain Adaptation for Computational Pathology
2024/06/27 by Daniel Reisenbüchler, Reisenbüchler, Daniel, Lucas Luttner +7 · 3 citations
Computer Science · #AI in cancer detection #Computer Vision and Pattern Recognition (cs.CV) #Digital Imaging for Blood Diseases #FOS: Computer and information sciences #FOS: Electrical engineering #Generative Adversarial Networks and Image Synthesis #Image and Video Processing (eess.IV) #electronic engineering #information engineering
- HistoStarGAN: A Unified Approach to Stain Normalisation, Stain Transfer and Stain Invariant Segmentation in Renal Histopathology
2022/10/18 by Jelica Vasiljević, Vasiljević, Jelica, Friedrich Feuerhake +5 · 2 citations
Computer Science · #AI in cancer detection #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Digital Imaging for Blood Diseases #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis
- Towards Histopathological Stain Invariance by Unsupervised Domain\n Augmentation using Generative Adversarial Networks
2020/12/22 by Jelica Vasiljević, Vasiljević, Jelica, Friedrich Feuerhake +5 · 1 citation
Computer Science · #AI in cancer detection #Computer Vision and Pattern Recognition (cs.CV) #Digital Imaging for Blood Diseases #FOS: Computer and information sciences #FOS: Electrical engineering #Generative Adversarial Networks and Image Synthesis #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #electronic engineering #information engineering
- Tissue concepts: Supervised foundation models in computational pathology
2025/01/10 by Till Nicke, Raphael Schäfer, Henning Höfener +4 · 1 voice · 2 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · #AI in cancer detection #Biomedical Text Mining and Ontologies #Cell Image Analysis Techniques
- Continual Domain Incremental Learning for Privacy-aware Digital Pathology
2024/09/10 by Pratibha Kumari, Daniel Reisenbüchler, Kumari, Pratibha +9 · 2 citations
Computer Science · #AI in cancer detection #Privacy-Preserving Technologies in Data #Face recognition and analysis
- Whither systems medicine?
2018/03/01 by Rolf Apweiler, Tim Beißbarth, Michael R. Berthold +29 · 1 citation
Environmental Science · Engineering · Biochemistry, Genetics and Molecular Biology · #Health, Environment, Cognitive Aging #Biomedical and Engineering Education #Bioinformatics and Genomic Networks