Carsten Marr
- Spatial proteomics in neurons at single-protein resolution
2024/03/01 by Eduard M. Unterauer, Sayedali Shetab Boushehri, Kristina Jevdokimenko +11 · 1 voice · 11 citations
Biochemistry, Genetics and Molecular Biology · #Advanced Fluorescence Microscopy Techniques #Single-cell and spatial transcriptomics #Cell Image Analysis Techniques
- DinoBloom: A Foundation Model for Generalizable Cell Embeddings in Hematology
2024/04/07 by Valentin Koch, Sophia J. Wagner, Koch, Valentin +13 · 9 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · Mathematics · #Computer Vision and Pattern Recognition (cs.CV) #Digital Imaging for Blood Diseases #FOS: Computer and information sciences #Machine Learning (cs.LG) #Mathematical Biology Tumor Growth #Single-cell and spatial transcriptomics
- A Diffusion Model Predicts 3D Shapes from 2D Microscopy Images
2022/08/30 by Dominik Waibel, Ernst Röell, Waibel, Dominik J. E. +7 · 5 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · #Cell Image Analysis Techniques #Digital Imaging for Blood Diseases #Generative Adversarial Networks and Image Synthesis
- Structure-Preserving Multi-Domain Stain Color Augmentation using Style-Transfer with Disentangled Representations
2021/07/26 by Sophia J. Wagner, Wagner, Sophia J., Nadieh Khalili +11 · 3 citations
Computer Science · Biochemistry, Genetics and Molecular Biology · #AI in cancer detection #Generative Adversarial Networks and Image Synthesis #Cell Image Analysis Techniques
- Unsupervised Cross-Domain Feature Extraction for Single Blood Cell Image Classification
2022/07/01 by Raheleh Salehi, Salehi, Raheleh, Ario Sadafi +11 · 3 citations
Computer Science · #Digital Imaging for Blood Diseases #AI in cancer detection
- Anomaly-aware multiple instance learning for rare anemia disorder classification
2022/07/04 by Salome Kazeminia, Ario Sadafi, Kazeminia, Salome +9 · 1 citation
Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Digital Imaging for Blood Diseases #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Pixel-Level Explanation of Multiple Instance Learning Models in Biomedical Single Cell Images
2023/03/15 by Ario Sadafi, Sadafi, Ario, Oleksandra Adonkina +13 · 1 citation
Biochemistry, Genetics and Molecular Biology · Computer Science · #Biomedical Text Mining and Ontologies #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image Retrieval and Classification Techniques #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #electronic engineering #information engineering
- Imbalanced Domain Generalization for Robust Single Cell Classification in Hematological Cytomorphology
2023/03/14 by Rao Muhammad Umer, Armin Gruber, Umer, Rao Muhammad +7 · 1 citation
Computer Science · Medicine · #AI in cancer detection #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #Digital Imaging for Blood Diseases #FOS: Computer and information sciences
- Attention Pooling Enhances NCA-based Classification of Microscopy Images
2025/08/17 by Chen Yang, Yang, Chen, Michael Deutges +11 · 1 citation
Biochemistry, Genetics and Molecular Biology · Engineering · Computer Science · #Cell Image Analysis Techniques #Image Processing Techniques and Applications #AI in cancer detection
- Neural Cellular Automata for Weakly Supervised Segmentation of White Blood Cells
2025/08/17 by Michael Deutges, Chen Yang, Deutges, Michael +9 · 1 citation
Computer Science · Engineering · Biochemistry, Genetics and Molecular Biology · #Digital Imaging for Blood Diseases #Image Processing Techniques and Applications #Cell Image Analysis Techniques
- Pathryoshka: Compressing Pathology Foundation Models via Multi-Teacher Knowledge Distillation with Nested Embeddings
2025/11/28 by Christian Grashei, Grashei, Christian, Christian Brechenmacher +11 · 1 citation
Computer Science · Medicine · #AI in cancer detection #Artificial Intelligence in Healthcare and Education #Computer Vision and Pattern Recognition (cs.CV) #Digital Imaging for Blood Diseases #FOS: Computer and information sciences