Olivier Colliot
- Convolutional neural networks for classification of Alzheimer's disease: Overview and reproducible evaluation
2020/04/30 by Junhao Wen, Elina Thibeau–Sutre, Mauricio Diaz-Melo +7 · 14 citations
Neuroscience · Engineering · Computer Science · #Brain Tumor Detection and Classification #Medical Imaging and Analysis #Medical Image Segmentation Techniques
- Clinica: an open source software platform for reproducible clinical neuroscience studies
2021/07/21 by Alexandre Routier, Ninon Burgos, Routier, Alexandre +36 · 5 citations
Biochemistry, Genetics and Molecular Biology · Decision Sciences · Environmental Science · #Biomedical Text Mining and Ontologies #Meta-analysis and systematic reviews #Health, Environment, Cognitive Aging
- Plasma microRNA signature in presymptomatic and symptomatic subjects with C9orf72-associated frontotemporal dementia and amyotrophic lateral sclerosis
2020/11/25 by Virgilio Kmetzsch, Vincent Anquetil, Dario Saracino +16 · 22 citations
Medicine · Biochemistry, Genetics and Molecular Biology · #Amyotrophic Lateral Sclerosis Research #MicroRNA in disease regulation #Neurogenetic and Muscular Disorders Research
- 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
- 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