Comprehensive evaluation of harmonization on functional brain ...

To embrace big-data neuroimaging, harmonizing the site effect in resting-state functional magnetic resonance imaging (R-fMRI) data fusion is ...

Test-retest reliability was better for SMA and adjusted ComBat series than alternatives, while SMA was superior to the latter in replicability, ...

Comprehensive evaluation of harmonization on functional brain ...

Request PDF | Comprehensive evaluation of harmonization on functional brain imaging for multisite data-fusion | To embrace big-data neuroimaging, ...

Comprehensive evaluation of harmonization on functional brain ...

ABSTRACTTo embrace big-data neuroimaging, harmonization of site effect in resting-state functional magnetic resonance imaging (R-fMRI) data fusion is a ...

Comprehensive evaluation of harmonization on functional brain ...

Comprehensive evaluation of harmonization on functional brain imaging for multisite data-fusion. Yu-Wei Wang, Xiao Chen, Chao-Gan Yan. 2023, NeuroImage. S2 ...

Comprehensive evaluation of harmonization on functional brain ...

Comprehensive evaluation of harmonization on functional brain imaging for multisite data-fusion. https://doi.org/10.1016/j.neuroimage.2023.120089 ·. Journal ...

Image harmonization: A review of statistical and deep learning ...

Specifically, one study (Feis et al., 2015) used the Functional Magnetic Resonance Imaging of the Brain Centre's (FMRIB's) ICA-based X- ...

Harmonization of multi-site functional MRI data with dual-projection ...

This study investigates the use of our DP-based ICA denoising method for harmonizing functional MRI (fMRI) data collected from the Autism Brain Imaging Data ...

A Toolbox for Harmonizing Multi-site Brain Imaging for Big-data Era

Comprehensive Evaluation of Harmonization on Functional Brain Imaging for Multisite Data-fusion. This video is about 19 minutes long. Here ...

Learning multi-site harmonization of magnetic resonance images ...

Yu, M. et al. Statistical harmonization corrects site effects in functional connectivity measurements from multi-site fMRI data. Hum. Brain Mapp ...

A robust harmonization approach for cognitive data from multiple ...

Composites cover either a single domain (e.g., memory or executive function) or global cognition but may be limited in their application due to ...

Deep learning for the harmonization of structural MRI scans: a survey

... brain imaging datasets for training and evaluating ... comprehensive evaluation and comparison of harmonization techniques for downstream tasks.

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

... functional network within each study participant's brain, before and after fMRI harmonization. ... complete as the low-dimensional connectome harmonization ...

Harmonized diffusion MRI data and white matter measures from the ...

In total, it took about 3872 CPU hours (~162 CPU days) to complete the harmonization of all dMRI data (N = 9345) in this step. Whole Brain ...

Comprehensive evaluation of harmonization on functional brain ...

To embrace big-data neuroimaging, harmonization of site effect in resting-state functional magnetic resonance imaging (R-fMRI) data fusion is a fundamental ...

Harmonization of Structural Brain Networks for Multi-site Studies

We adapt several statistical approaches for harmonizing structural networks and provide a comprehensive evaluation to rigorously test their ...

Harmonization of Brain Diffusion MRI: Concepts and Methods

... study has provided an extensive report of diffusion harmonization methods. ... A reproducible evaluation of ants similarity metric performance in brain ...

Harmonized multi‐metric and multi‐centric assessment of EEG ...

This multi-metric approach may allow for a more comprehensive characterization of functional brain interactions in neurodegeneration ...

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

Functional connectivity was defined based on a functional brain ... The autism brain imaging data exchange: towards a large-scale evaluation of the intrinsic ...

Extensive Evaluation of Morphological Statistical Harmonization for ...

In this work we evaluated three different harmonization techniques on the Autism Brain Imaging Data Exchange (ABIDE) dataset for age prediction analysis.