Roß, Tobias
- Labeling instructions matter in biomedical image analysis
2022/07/20 by Tim Rädsch, Rädsch, Tim, Annika Reinke +17 · 4 citations
Medicine · Biochemistry, Genetics and Molecular Biology · #Artificial Intelligence in Healthcare and Education #Cell Image Analysis Techniques #Biomedical Text Mining and Ontologies
- Generating large labeled data sets for laparoscopic image processing\n tasks using unpaired image-to-image translation
2019/07/05 by Micha Pfeiffer, Isabel Funke, Pfeiffer, Micha +26 · 3 citations
Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Multimodal Machine Learning Applications
- How can we learn (more) from challenges? A statistical approach to driving future algorithm development
2021/06/17 by Roß, Tobias, Bruno, Pierangela, Reinke, Annika +12 · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences