Hemker, Konstantin
- HEALNet: Multimodal Fusion for Heterogeneous Biomedical Data
2023/11/15 by Konstantin Hemker, Hemker, Konstantin, Mateja Jamnik +2 · 6 citations
Computer Science · Biochemistry, Genetics and Molecular Biology · Medicine · #AI in cancer detection #Gene expression and cancer classification #Radiomics and Machine Learning in Medical Imaging
- Feature Synergy, Redundancy, and Independence in Global Model Explanations using SHAP Vector Decomposition
2021/07/26 by Jan Ittner, Łukasz Bolikowski, Ittner, Jan +5 · 3 citations
Computer Science · Decision Sciences · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Scientific Computing and Data Management
- Multimodal Lego: Model Merging and Fine-Tuning Across Topologies and Modalities in Biomedicine
2024/05/30 by Konstantin Hemker, Hemker, Konstantin, Nikola Simidjievski +3 · 1 citation
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Speech and dialogue systems
- PATHS: A Hierarchical Transformer for Efficient Whole Slide Image Analysis
2024/11/27 by Zak Buzzard, Buzzard, Zak, Konstantin Hemker +5 · 1 citation
Biochemistry, Genetics and Molecular Biology · Computer Science · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Cell Image Analysis Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Medical Image Segmentation Techniques
- AI-driven 3D Spatial Transcriptomics
2025/02/25 by Cristina Almagro-Pérez, Andrew H. Song, Almagro-Pérez, Cristina +29 · 2 citations
Biochemistry, Genetics and Molecular Biology · #Applications (stat.AP) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Single-cell and spatial transcriptomics