Article

Improved Injury Detection Through Harmonizing Multi-Site Neuroimaging Data after Experimental TBI: A Translational Outcomes Project in NeuroTrauma (TOP-NT) Consortium Study

2025-04-20

Abstract excerpt

Multi-site neuroimaging studies have become increasingly common in order to generate larger samples of reproducible data to answer questions associated with smaller effect sizes. The data harmonization model NeuroCombat has been shown to remove site effects introduced by differences in site-related technical variance while maintaining group differences, yet its effect on improving statistical power in pre-clinical...

Topics

Open a Topic to create a Post that cites this publication.

Identifiers and source

Literature Corpus work: 40a7db06-c32c-5f79-8e61-8d9da1278c88
DOI: 10.1101/2025.04.15.649026

Open publication

Related research

Semantic proximity does not establish scientific evidence.

Click a neighbor to travelStep 1 · 12 closest

Improved Injury Detection Through Harmonizing Multi-Site Neuroimaging Data after Experimental TBI: A Translational Outcomes Project in NeuroTrauma (TOP-NT) Consortium StudyDOI 10.1101/2025.04.15.649026Read

Toward a Global and Reproducible Science for Brain Imaging in Neurotrauma: The ENIGMA Adult Moderate/Severe Traumatic Brain Injury Working GroupSemantic proximity Read

Phenotyping the Spectrum of Traumatic Brain Injury: A Review and Pathway to Standardization.Semantic proximity Read

A Comparison of Methods to Harmonize Cortical Thickness Measurements Across Scanners and SitesSemantic proximity Read

Bundle Analytics based Data Harmonization for Multi-Site Diffusion MRI TractometrySemantic proximity Read

Coordinating Global Multi-Site Studies of Military-Relevant Traumatic Brain Injury: Opportunities, Challenges, and Harmonization GuidelinesSemantic proximity Read

Harmonising Structural Brain MRI from Multiple Sites with Limited Sample SizesSemantic proximity Read

Uncovering precision phenotype-biomarker associations in traumatic brain injury using topological data analysis.Semantic proximity Read

ComBat-Predict enhances generalizability of neuroimaging models to new sitesSemantic proximity Read

Harmonization techniques for machine learning studies using multi-site functional MRI dataSemantic proximity Read

Personalised structural connectomics for moderate-to-severe traumatic brain injurySemantic proximity Read

Lesion aware automated processing pipeline for multimodal neuroimaging stroke data and The Virtual Brain (TVB)Semantic proximity Read

Easy to interpret Coordinate Based Meta-Analysis of neuroimaging studies: Analysis of Brain Coordinates (ABC)Semantic proximity Read