Michaël Clément
- AssemblyNet: A large ensemble of CNNs for 3D Whole Brain MRI\n Segmentation
2019/11/20 by Pierrick Coupé, Boris Mansencal, Coupé, Pierrick +13 · 3 citations
Computer Science · Neuroscience · #Advanced Neural Network Applications #Brain Tumor Detection and Classification #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #electronic engineering #information engineering
- Deep grading for MRI-based differential diagnosis of Alzheimer's disease and Frontotemporal dementia
2022/11/25 by Huy‐Dung Nguyen, Michaël Clément, Nguyen, Huy-Dung +7 · 3 citations
Computer Science · Engineering · Neuroscience · #Brain Tumor Detection and Classification #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Medical Image Segmentation Techniques #Medical Imaging and Analysis #electronic engineering #information engineering
- Brain Structure Ages -- A new biomarker for multi-disease classification
2023/04/13 by Huy‐Dung Nguyen, Michaël Clément, Nguyen, Huy-Dung +5 · 1 citation
Computer Science · Neuroscience · #Brain Tumor Detection and Classification #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Functional Brain Connectivity Studies #Machine Learning in Healthcare
- Interpretable differential diagnosis for Alzheimer's disease and Frontotemporal dementia
2022/06/15 by Huy‐Dung Nguyen, Nguyen, Huy-Dung, Michaël Clément +5 · 1 citation
Biochemistry, Genetics and Molecular Biology · Computer Science · #Biomedical Text Mining and Ontologies #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning in Healthcare #electronic engineering #information engineering
- 3D Transformer based on deformable patch location for differential diagnosis between Alzheimer's disease and Frontotemporal dementia
2023/09/06 by Huy‐Dung Nguyen, Michaël Clément, Nguyen, Huy-Dung +5 · 1 citation
Computer Science · Medicine · #AI in cancer detection #Computer Vision and Pattern Recognition (cs.CV) #Dementia and Cognitive Impairment Research #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Medical Image Segmentation Techniques #electronic engineering #information engineering