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Spherical convolutional neural network for diffusion MRI analysis

Project: CoBCoM

Updated at: 27-04-2024

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Project acronym CoBCoM

Explainable 3D-CNN for Multiple Sclerosis Patients Stratification

Project: CoBCoM

Updated at: 27-04-2024

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Project acronym CoBCoM

Multi-Tissue Multi-Compartment models of diffusion MRI

Project: CoBCoM

Updated at: 27-04-2024

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Project acronym CoBCoM

OpenMEEG software for forward problems, coping with non-nested geometries

Project: CoBCoM

Updated at: 27-04-2024

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Project acronym CoBCoM

Connectivity-informed M/EEG inverse problem

Project: CoBCoM

Updated at: 27-04-2024

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Project acronym CoBCoM

Improving Auto-Encoders' self-supervised image classification using pseudo-labelling via data augmentation and the perce...

Project: CoBCoM

Updated at: 27-04-2024

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Project acronym CoBCoM

White matter information flow mapping from diffusion MRI and EEG

Project: CoBCoM

Updated at: 27-04-2024

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Project acronym CoBCoM

Investigating The Effect Of Dmri Signal Representation On Fully-Connected Neural Networks Brain Tissue Microstructure Es...

Project: CoBCoM

Updated at: 27-04-2024

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Project acronym CoBCoM

Incorporating Transmission Delays Supported By Diffusion Mri In Meg Source Reconstruction

Project: CoBCoM

Updated at: 27-04-2024

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Project acronym CoBCoM

Investigating Diffusion-MRI based neurite density estimation modeL dependency: an in-vivo study on the HCP dataset

Project: CoBCoM

Updated at: 27-04-2024

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Project acronym CoBCoM

Explainable 3D-CNN for Multiple Sclerosis patients stratification

Project: CoBCoM

Updated at: 27-04-2024

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Project acronym CoBCoM

Periodic Reporting for period 4 - CoBCoM (Computational Brain Connectivity Mapping)

Project: CoBCoM

Updated at: 27-04-2024

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Project acronym CoBCoM

Non–invasive inference of information flow using diffusion MRI, functional MRI, and MEG

Project: CoBCoM

Updated at: 27-04-2024

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Project acronym CoBCoM

On the generalizability of diffusion MRI signal representations across acquisition parameters, sequences and tissue type...

Project: CoBCoM

Updated at: 27-04-2024

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Project acronym CoBCoM

Structural connectivity to reconstruct brain activation and effective connectivity between brain regions

Project: CoBCoM

Updated at: 27-04-2024

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Project acronym CoBCoM

Solving the Cross-Subject Parcel Matching Problem using Optimal Transport

Project: CoBCoM

Updated at: 27-04-2024

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Project acronym CoBCoM

Matching parcellations using Optimal Transport: a proof of concept

Project: CoBCoM

Updated at: 27-04-2024

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Project acronym CoBCoM

Data-driven cortical clustering to provide a family of plausible solutions to the M/EEG inverse problem

Project: CoBCoM

Updated at: 27-04-2024

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Project acronym CoBCoM

Multi-Spherical Diffusion MRI: An in-vivo Test- Retest Study of Time-Dependent q-space Indices

Project: CoBCoM

Updated at: 27-04-2024

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Project acronym CoBCoM

Spatio-Temporal dMRI Acquisition Design: Reducing the Number of Samples

Project: CoBCoM

Updated at: 27-04-2024

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Project acronym CoBCoM

Extracting the Core Structural Connectivity Network: Guaranteeing Network Connectedness Through a Graph-Theoretical Appr...

Project: CoBCoM

Updated at: 27-04-2024

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Project acronym CoBCoM

Comparison of Biomarkers in Transgenic Alzheimer Rats Using Multi-Shell Diffusion MRI

Project: CoBCoM

Updated at: 27-04-2024

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Project acronym CoBCoM

Diffusion MRI Anisotropy: Modeling, Analysis and Interpretation

Project: CoBCoM

Updated at: 27-04-2024

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Project acronym CoBCoM

Deconvolution of fMRI Data using a Paradigm Free Iterative Approach based on Partial Differential Equations

Project: CoBCoM

Updated at: 27-04-2024

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Project acronym CoBCoM

Deconvolution of fMRI BOLD signal in time-domain using an exponential operator and Lasso optimization

Project: CoBCoM

Updated at: 27-04-2024

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Project acronym CoBCoM

Fast Approximation of EEG Forward Problem and Application to Tissue Conductivity Estimation

Project: CoBCoM

Updated at: 27-04-2024

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Project acronym CoBCoM

A Novel Characterization of Traumatic Brain Injury in White Matter with Diffusion MRI Spherical-Harmonics Rotation Invar...

Project: CoBCoM

Updated at: 27-04-2024

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Project acronym CoBCoM

Connectivity-informed solution for spatio-temporal M/EEG source reconstruction

Project: CoBCoM

Updated at: 27-04-2024

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Project acronym CoBCoM

Edema-informed anatomically constrained particle filter tractography

Project: CoBCoM

Updated at: 27-04-2024

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Project acronym CoBCoM

Coarse-Grained Spatiotemporal Acquisition Design for Diffusion MRI

Project: CoBCoM

Updated at: 27-04-2024

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Project acronym CoBCoM

Resources

Selected filters:

Spherical convolutional neural network for diffusion MRI analysis

Explainable 3D-CNN for Multiple Sclerosis Patients Stratification

Multi-Tissue Multi-Compartment models of diffusion MRI

OpenMEEG software for forward problems, coping with non-nested geometries

Connectivity-informed M/EEG inverse problem

Improving Auto-Encoders' self-supervised image classification using pseudo-labelling via data augmentation and the perce...

White matter information flow mapping from diffusion MRI and EEG

Investigating The Effect Of Dmri Signal Representation On Fully-Connected Neural Networks Brain Tissue Microstructure Es...

Incorporating Transmission Delays Supported By Diffusion Mri In Meg Source Reconstruction

Investigating Diffusion-MRI based neurite density estimation modeL dependency: an in-vivo study on the HCP dataset

Explainable 3D-CNN for Multiple Sclerosis patients stratification

Periodic Reporting for period 4 - CoBCoM (Computational Brain Connectivity Mapping)

Non–invasive inference of information flow using diffusion MRI, functional MRI, and MEG

On the generalizability of diffusion MRI signal representations across acquisition parameters, sequences and tissue type...

Structural connectivity to reconstruct brain activation and effective connectivity between brain regions

Solving the Cross-Subject Parcel Matching Problem using Optimal Transport

Matching parcellations using Optimal Transport: a proof of concept

Data-driven cortical clustering to provide a family of plausible solutions to the M/EEG inverse problem

Multi-Spherical Diffusion MRI: An in-vivo Test- Retest Study of Time-Dependent q-space Indices

Spatio-Temporal dMRI Acquisition Design: Reducing the Number of Samples

Extracting the Core Structural Connectivity Network: Guaranteeing Network Connectedness Through a Graph-Theoretical Appr...

Comparison of Biomarkers in Transgenic Alzheimer Rats Using Multi-Shell Diffusion MRI

Diffusion MRI Anisotropy: Modeling, Analysis and Interpretation

Deconvolution of fMRI Data using a Paradigm Free Iterative Approach based on Partial Differential Equations

Deconvolution of fMRI BOLD signal in time-domain using an exponential operator and Lasso optimization

Fast Approximation of EEG Forward Problem and Application to Tissue Conductivity Estimation

A Novel Characterization of Traumatic Brain Injury in White Matter with Diffusion MRI Spherical-Harmonics Rotation Invar...

Connectivity-informed solution for spatio-temporal M/EEG source reconstruction

Edema-informed anatomically constrained particle filter tractography

Coarse-Grained Spatiotemporal Acquisition Design for Diffusion MRI