Back to search

Article

Exploring the Latent Structure of Behavior Using the Human Connectome Project’s Data

2022-10-04

Abstract excerpt

<p>How behavior arises from brain physiology has been one central topic of investigation in neuroscience. Considering the recent interest in predicting behavior from brain imaging using open datasets, there is the need for a principled approach to the categorization of behavioral variables. However, this is not trivial, as the definitions of psychological constructs and their relationships—their ontology—are not a...

Topics

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

Identifiers and source

Literature Corpus work
dbf3ae0b-0365-59a2-9aff-9e78eb2d61b5
DOI
10.31234/osf.io/3h987
Open publication

Related research

Semantic proximity does not establish scientific evidence.

Click a neighbor to travelStep 1 · 12 closest
Interactive article relationship graphSelect a related publication card to move it into the centre and load its closest explainable connections. Solid lines are source-backed structured connections. Dashed lines are semantic discovery signals and are not scientific evidence.
Exploring the Latent Structure of Behavior Using the Human Connectome Project’s DataDOI 10.31234/osf.io/3h987
An Integrated Multimodal Model of Alcohol Use Disorder Generated by Data-Driven Causal Discovery AnalysisSemantic proximity
Relationships between Human Brain Structural Connectomes and TraitsSemantic proximity
Data-Driven Phenotypic Categorization for Neurobiological Analyses: Beyond DSM-5 Labels.Semantic proximity
Refining RDoC Using Individual-Level Task fMRI Factor Models Reveals Reproducible and Clinically Relevant Brain-Wide MotifsSemantic proximity
Neuroimaging-based Individualized Prediction of Cognition and Behavior for Mental Disorders and Health: Methods and PromisesSemantic proximity
On stability of Canonical Correlation Analysis and Partial Least Squares with application to brain-behavior associationsSemantic proximity
A High-Dimensional Data-Driven Modularity Analysis Reveals Five Distinct Personality Clusters with Different Psychological ProfilesSemantic proximity
Revisiting the Structure of DSM-5 Section II Personality Disorder Criteria Using Individual Participant Data Meta-AnalysisSemantic proximity
Cognitive arbitration between candidate dimensions of psychopathologySemantic proximity
Cognitive arbitration between candidate dimensions of psychopathologySemantic proximity
A High-Dimensional Data-Driven Modularity Analysis Reveals Five Distinct Personality Clusters with Different Psychological ProfilesSemantic proximity
Distinct patterns of thought mediate the link between brain functional connectome and psychological well-beingSemantic proximity
Select a neighboring publication to make it the new centre.