Colliot, Olivier
- Clinica: an open source software platform for reproducible clinical neuroscience studies
2021/07/21 by Alexandre Routier, Ninon Burgos, Routier, Alexandre +36 · 7 citations
Biochemistry, Genetics and Molecular Biology · Decision Sciences · Environmental Science · #Biomedical Text Mining and Ontologies #Meta-analysis and systematic reviews #Health, Environment, Cognitive Aging
- Classic machine learning methods
2023/05/24 by Johann Faouzi, Faouzi, Johann, Olivier Colliot +1 · 3 citations
Computer Science · #Artificial Intelligence (cs.AI) #Data Mining Algorithms and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Neural Networks and Applications
- 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
- Learning distributions of shape trajectories from longitudinal datasets: a hierarchical model on a manifold of diffeomorphisms
2018/03/27 by Bône, Alexandre, Colliot, Olivier, Durrleman, Stanley · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #Differential Geometry (math.DG) #FOS: Computer and information sciences #FOS: Mathematics #Methodology (stat.ME)
- How precise are performance estimates for typical medical image segmentation tasks?
2022/10/26 by Rosana El Jurdi, Jurdi, Rosana El, Olivier Colliot +1 · 1 citation
Computer Science · #Advanced Neural Network Applications #Applications (stat.AP) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Biological sciences #FOS: Computer and information sciences #Machine Learning and Data Classification #Medical Image Segmentation Techniques #Quantitative Methods (q-bio.QM)
- 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
- SMILE-UHURA Challenge -- Small Vessel Segmentation at Mesoscopic Scale from Ultra-High Resolution 7T Magnetic Resonance Angiograms
2024/11/14 by Soumick Chatterjee, Chatterjee, Soumick, Hendrik Mattern +90 · 1 citation
Engineering · Medicine · #Advanced MRI Techniques and Applications #Advanced X-ray and CT Imaging #Artificial Intelligence (cs.AI) #Cerebrovascular and Carotid Artery Diseases #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #electronic engineering #information engineering