Michela Antonelli
- A large annotated medical image dataset for the development and evaluation of segmentation algorithms
2019/02/25 by Amber L. Simpson, Simpson, Amber L., Michela Antonelli +45 · 59 citations
Medicine · Computer Science · #COVID-19 diagnosis using AI #Advanced Neural Network Applications #Radiomics and Machine Learning in Medical Imaging
- Common Limitations of Image Processing Metrics:A Picture Story
2021/04/12 by Annika Reinke, Reinke, Annika, Minu D. Tizabi +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
- Confidence intervals uncovered: Are we ready for real-world medical imaging AI?
2024/09/26 by Evangelia Christodoulou, Christodoulou, Evangelia, Annika Reinke +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
- False Promises in Medical Imaging AI? Assessing Validity of Outperformance Claims
2025/05/07 by Evangelia Christodoulou, Christodoulou, Evangelia, Annika Reinke +46 · 2 citations
Medicine · Computer Science · #Artificial Intelligence in Healthcare and Education #Explainable Artificial Intelligence (XAI) #Radiomics and Machine Learning in Medical Imaging