Lena Maier-Hein
- Why is the winner the best?
2023/03/30 by Matthias Eisenmann, Eisenmann, Matthias, Annika Reinke +247 · 1 voice · 5 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #cs.CV #cs.LG
- Uncertainty-Aware Organ Classification for Surgical Data Science Applications in Laparoscopy
2018/03/09 by Sara Moccia, Sebastian Wirkert, Sebastian J. Wirkert +9 · 12 citations
Computer Science · Medicine · #AI in cancer detection #Surgical Simulation and Training #Medical Image Segmentation Techniques
- FUTURE-AI: international consensus guideline for trustworthy and deployable artificial intelligence in healthcare
2025/02/05 by Karim Lekadir, Alejandro F. Frangi, Antonio R. Porras +46 · 1 voice · 11 citations
Medicine · Health Professions · #Artificial Intelligence in Healthcare and Education #Ethics in Clinical Research #Artificial Intelligence in Healthcare
- 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 · 4 citations
Medicine · Computer Science · #Radiomics and Machine Learning in Medical Imaging #Machine Learning in Healthcare #Artificial Intelligence in Healthcare and Education
- Metrics reloaded: Recommendations for image analysis validation
2022/06/03 by Lena Maier-Hein, Annika Reinke, Patrick Godau +71 · 1 voice
Computer Science · #cs.CV
- Understanding metric-related pitfalls in image analysis validation
2023/02/03 by Annika Reinke, Minu D. Tizabi, Michael Baumgartner +75 · 1 voice
Computer Science · #cs.CV
- Navigating prevalence shifts in image analysis algorithm deployment
2025/02/19 by Patrick Godau, Piotr Kalinowski, Evangelia Christodoulou +5 · 1 voice · 2 citations
Computer Science · Health Professions · Medicine · #Anomaly Detection Techniques and Applications #Artificial Intelligence in Healthcare #COVID-19 diagnosis using AI