Riemannian frameworks for the harmonization of resting|state ...

Riemannian frameworks for the harmonization of resting-state ...

Magnetic Resonance Imaging provides unprecedented images of the brain. Unfortunately, scanners and acquisition protocols can significantly impact MRI scans.

Riemannian frameworks for the harmonization of resting-state ...

Riemannian frameworks for the harmonization of resting-state functional MRI scans ... To read the full-text of this research, you can request a ...

Riemannian frameworks for the harmonization of resting-state ...

Riemannian frameworks for the harmonization of resting-state functional MRI scans ... Authors: Nicolas Honnorat; Sudha Seshadri; Ron Killiany; John Blangero ...

Riemannian frameworks for the harmonization of resting-state ...

Riemannian frameworks for the harmonization of resting-state functional MRI scans. N. Honnorat, S. Seshadri, R. Killiany, J. Blangero, D. Glahn, P. Fox, and ...

Publication Search < David Glahn, PhD < Yale School of Medicine

Honnorat N, Seshadri S, Killiany R, Blangero J, Glahn D, Fox P, Habes M. Riemannian frameworks for the harmonization of resting-state functional MRI scans.

Riemannian Geometry of Functional Connectivity Matrices for Multi ...

This represents an advance with respect to previous functional connectivity data harmonization approaches, which do not respect the geometric constraints ...

Medical Image Analysis | Vol 91, January 2024 - ScienceDirect.com

Riemannian frameworks for the harmonization of resting-state functional MRI scans. Nicolas Honnorat, Sudha Seshadri, Ron Killiany, John Blangero, ... Mohamad ...

Riemannian Geometry of Functional Connectivity Matrices for Multi ...

8 Citations · Riemannian frameworks for the harmonization of resting-state functional MRI scans · ℛSCZ: A Riemannian schizophrenia diagnosis framework based on ...

Harmonization of resting-state functional MRI data across multiple ...

Recently, the importance of acquiring and sharing large amounts of resting-state functional magnetic resonance imaging (rs-fMRI) data from multiple geographical ...

Riemannian geometry of functional connectivity matrices for multi ...

Keywords: Multi-site dataset, Resting-state, Functional connectivity, Harmonization, Riemannian geometry, Attention-. 22 deficit ...

Harmonizing and aligning M/EEG datasets with covariance-based ...

In this work, we focus on investigating the utility of the Riemannian framework for defining dataset-harmonizing transformations. ... resting state vs.

Riemannian Geometry of Functional Connectivity Matrices for Multi ...

... methods in resting state connectivity analysis and resting state ... Riemannian frameworks for the harmonization of resting-state functional MRI scans.

Riemannian Geometry of Functional Connectivity Matrices for Multi ...

This represents an advance with respect to previous functional connectivity data harmonization approaches, which do not respect the geometric ...

Harmonizing and aligning M/EEG datasets with covariance

In this work, we focus on investi- gating the utility of the Riemannian framework for defining ... resting state to the passive task. Re ...

Harmonization of resting-state functional MRI data across multiple ...

GLM-based harmonization methods and ComBat method. The traveling ... Transport on Riemannian manifold for. 1103 functional connectivity ...

ℛSCZ - -ORCA - Cardiff University

For that purpose, I analyzed two open EEG resting-state ... Berthoumieu, Transfer learning: a riemannian geometry framework with applications to ...

Riemannian-geometry-based modeling and clustering of network ...

The proposed framework outperforms classical and state-of-the-art techniques in clustering brain-network states/structures hidden beneath ...

https://www.frontiersin.org/journals/neuroinformatics/articles/10.3389 ...

Although site harmonization using Riemannian methods has not been directly addressed, some proposals have been put forward to deal with related procedures ...

QingyuZhao/Riemannian-rs-fMRI: Toy example implementation of ...

A Riemannian Framework for Longitudinal Analysis of Resting-State Functional Connectivity ... This page gives a toy example of performing longitudinal analysis on ...

Statistical Methods in Imaging Conference Program

... harmonization, and discuss the methods behind the software. Tutorial on Deep Learning and Generative AI. Haoda Fu, Eli Lilly. Designed ...