Article

Increasing the reliability of functional connectivity by predicting long-scan functional connectivity based on short-scan functional connectivity: model exploration, explanation, validation, and application

2023-06-11

Abstract excerpt

Functional connectivity (FC) is a widely used imaging parameter of functional magnetic resonance imaging (fMRI). However, low reliability has been a concern among researchers, particularly in small-sample-size studies. Previous studies have shown that FC based on longer fMRI scans was more reliable, therefore, a feasible solution is to predict long-scan FCs using existing short-scan FCs. This study explored three...

Topics

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

Identifiers and source

Literature Corpus work: b93b18e0-afaf-59e0-9b5a-a4a37ae216df
DOI: 10.1101/2023.06.09.544367

Open publication

Related research

Semantic proximity does not establish scientific evidence.

Click a neighbor to travelStep 1 · 12 closest

Increasing the reliability of functional connectivity by predicting long-scan functional connectivity based on short-scan functional connectivity: model exploration, explanation, validation, and applicationDOI 10.1101/2023.06.09.544367Read

Short-term test-retest reliability of the human intrinsic functional connectomeSemantic proximity Read

Computational Mechanisms of Neuroimaging Biomarkers Uncovered by Multicenter Resting-State fMRI Connectivity Variation ProfileSemantic proximity Read

Test-retest reliability of regression dynamic causal modelingSemantic proximity Read

Bootstrapping promotes the RSFC-behavior associations: an application of individual cognitive traits predictionSemantic proximity Read

Exploratory Correlation of The Human Structural Connectome with Non-MRI Variables in Alzheimer’s DiseaseSemantic proximity Read

A robust modular automated neuroimaging pipeline for model inputs to TheVirtualBrainSemantic proximity Read

Reliability modelling of resting-state functional connectivitySemantic proximity Read

Change point based dynamic functional connectivity estimation outperforms sliding window and static estimation for classification of early mild cognitive impairment in resting-state fMRISemantic proximity Read

Impact of Concatenating fMRI Data on Reliability for Functional ConnectomicsSemantic proximity Read

Constructing structural and functional brain networks from regional brain profilesSemantic proximity Read

Generalizable predictive modeling of semantic processing ability from functional brain connectivitySemantic proximity Read

General Functional Connectivity: shared features of resting-state and task fMRI drive reliable and heritable individual differences in functional brain networksSemantic proximity Read