Article

Brain functional network connectivity interpolation characterizes the neuropsychiatric continuum and heterogeneity

2024-11-14

Abstract excerpt

Psychiatric and neurodevelopmental disorders such as schizophrenia (SZ) and autism spectrum disorder (ASD) are challenging to characterize in part due to their heterogeneous presentation in individuals, with symptoms now believed to exist on a continuum. Conventional diagnostic and neuroimaging analytical approaches rely on subjective assessment or group differences but typically ignore progression between groups...

Topics

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

Identifiers and source

Literature Corpus work: 7653e498-dfd3-51df-baac-cd869f667003
DOI: 10.1101/2024.11.13.623318

Open publication

Related research

Semantic proximity does not establish scientific evidence.

Click a neighbor to travelStep 1 · 12 closest

Brain functional network connectivity interpolation characterizes the neuropsychiatric continuum and heterogeneityDOI 10.1101/2024.11.13.623318Read

Mapping individualized multi-scale hierarchical brain functional networks from fMRI by self-supervised deep learningSemantic proximity Read

A Demographic-Conditioned Variational Autoencoder for fMRI Distribution Sampling and Removal of ConfoundsSemantic proximity Read

PI-FC: Pre-training Individual-specific Functional Connectome through State-invariant Contrastive LearningSemantic proximity Read

Unsupervised Representation Learning Reveals Individualized Neurophysiological ProfilesSemantic proximity Read

Quantifying Dysregulation of fMRI-Derived Control Circuits for Computational PsychiatrySemantic proximity Read

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

Transdiagnostic similarities and distinctions in brain networks associated with ASD symptoms: A prospective cohort studySemantic proximity Read

Reward network state dynamics track ASD symptom severity but not DiagnosisSemantic proximity Read

Estimating Brain Similarity Networks with Diffusion MRISemantic proximity Read

Conditioned Graph Reconstruction of Brain Functional Network Connectivity Reveals Interpretable Latent Axes of Sex and Fluid IntelligenceSemantic proximity Read

A deep residual model for characterization of 5D spatiotemporal network dynamics reveals widespread spatiodynamic changes in schizophreniaSemantic proximity Read

Model-based whole-brain perturbational landscape of neurodegenerative diseasesSemantic proximity Read