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Section: Application Domains
Introduction
We develop different applications of our new methodologies to brain pathologies, mainly neurodegenerative diseases. These applications aim at:
Overall Objectives
Research Program
Application Domains
New Software and Platforms
New Results
- Reproducible evaluation of classification methods in Alzheimer's disease: Framework and application to MRI and PET data
- An automated pipeline for the analysis of PET data on the cortical surface
- Comparative study of algorithms for synthetic CT generation from MRI: Consequences for MRI-guided radiation planning in the pelvic region
- Double diffeomorphism: combining morphometry and structural connectivity analysis
- Learning distributions of shape trajectories from longitudinal datasets: a hierarchical model on a manifold of diffeomorphisms
- Spatiotemporal Propagation of the Cortical Atrophy: Population and Individual Patterns
- A Fanning Scheme for the Parallel Transport Along Geodesics on Riemannian Manifolds
- Reduction of recruitment costs in preclinical AD trials. Validation of automatic pre-screening algorithm for brain amyloidosis.
- Multiplex core-periphery organization of the human connectome
- Integrating EEG and MEG signals to improve motor imagery classification in brain-computer interfaces
- Role of inter-hemispheric connections in functional brain networks
- Statistical shape analysis of large datasets based on diffeomorphic iterative centroids
- Multi-modal brain fingerprinting: a manifold approximation based framework
- Structural, Microstructural, and Metabolic Alterations in Primary Progressive Aphasia Variants
- Neurite density is reduced in the presymptomatic phase of C9orf72 disease
- Learning myelin content in multiple sclerosis from multimodal MRI through adversarial training
- COGEVIS: A New Scale to Evaluate Cognition in Patients with Visual Deficiency
- Neural correlates of episodic memory in the Memento cohort
- Cognitive and neuroimaging features and brain amyloidosis in individuals at risk of Alzheimer's disease
Bilateral Contracts and Grants with Industry
Partnerships and Cooperations
Bibliography
Overall Objectives
Research Program
Application Domains
New Software and Platforms
New Results
- Reproducible evaluation of classification methods in Alzheimer's disease: Framework and application to MRI and PET data
- An automated pipeline for the analysis of PET data on the cortical surface
- Comparative study of algorithms for synthetic CT generation from MRI: Consequences for MRI-guided radiation planning in the pelvic region
- Double diffeomorphism: combining morphometry and structural connectivity analysis
- Learning distributions of shape trajectories from longitudinal datasets: a hierarchical model on a manifold of diffeomorphisms
- Spatiotemporal Propagation of the Cortical Atrophy: Population and Individual Patterns
- A Fanning Scheme for the Parallel Transport Along Geodesics on Riemannian Manifolds
- Reduction of recruitment costs in preclinical AD trials. Validation of automatic pre-screening algorithm for brain amyloidosis.
- Multiplex core-periphery organization of the human connectome
- Integrating EEG and MEG signals to improve motor imagery classification in brain-computer interfaces
- Role of inter-hemispheric connections in functional brain networks
- Statistical shape analysis of large datasets based on diffeomorphic iterative centroids
- Multi-modal brain fingerprinting: a manifold approximation based framework
- Structural, Microstructural, and Metabolic Alterations in Primary Progressive Aphasia Variants
- Neurite density is reduced in the presymptomatic phase of C9orf72 disease
- Learning myelin content in multiple sclerosis from multimodal MRI through adversarial training
- COGEVIS: A New Scale to Evaluate Cognition in Patients with Visual Deficiency
- Neural correlates of episodic memory in the Memento cohort
- Cognitive and neuroimaging features and brain amyloidosis in individuals at risk of Alzheimer's disease
Bilateral Contracts and Grants with Industry
Partnerships and Cooperations
Bibliography