Annika Reinke
- Comparative Validation of Machine Learning Algorithms for Surgical Workflow and Skill Analysis with the HeiChole Benchmark
2021/09/30 by Martin Wagner, Wagner, Martin, Beat P. Müller‐Stich +78 · 6 citations
Medicine · #Surgical Simulation and Training #Cardiac, Anesthesia and Surgical Outcomes
- Heidelberg Colorectal Data Set for Surgical Data Science in the Sensor\n Operating Room
2020/05/07 by Martin Wagner, Maier-Hein, Lena, Tobias L. Roß +62 · 4 citations
Medicine · #Colorectal Cancer Screening and Detection #Surgical Simulation and Training #Colorectal Cancer Surgical Treatments
- Common Limitations of Image Processing Metrics:A Picture Story
2021/04/12 by Annika Reinke, Minu D. Tizabi, Reinke, Annika +124 · 4 citations
Computer Science · Medicine · #Advanced Neural Network Applications #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) #Medical Image Segmentation Techniques #Radiomics and Machine Learning in Medical Imaging #electronic engineering #information engineering
- Labeling instructions matter in biomedical image analysis
2022/07/20 by Tim Rädsch, Rädsch, Tim, Annika Reinke +17 · 3 citations
Medicine · Biochemistry, Genetics and Molecular Biology · #Artificial Intelligence in Healthcare and Education #Cell Image Analysis Techniques #Biomedical Text Mining and Ontologies
- Confidence intervals uncovered: Are we ready for real-world medical imaging AI?
2024/09/26 by Evangelia Christodoulou, Annika Reinke, Christodoulou, Evangelia +44 · 1 voice · 2 citations
Medicine · Computer Science · #Radiomics and Machine Learning in Medical Imaging #Machine Learning in Healthcare #Artificial Intelligence in Healthcare and Education
- Challenge Results Are Not Reproducible
2023/07/14 by Annika Reinke, Reinke, Annika, Georg Grab +2 · 1 citation
Materials Science · Medicine · #Artificial Intelligence in Healthcare and Education #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning in Materials Science #Radiomics and Machine Learning in Medical Imaging
- False Promises in Medical Imaging AI? Assessing Validity of Outperformance Claims
2025/05/07 by Evangelia Christodoulou, Annika Reinke, Christodoulou, Evangelia +46 · 2 citations
Medicine · Computer Science · #Artificial Intelligence in Healthcare and Education #Explainable Artificial Intelligence (XAI) #Radiomics and Machine Learning in Medical Imaging