Parcellation of functional subregions using an improved affinity propagation clustering algorithm based on structure‐function coupling

LEARNING POINTS Integrating structural and functional connectivity via a nonlinear SFC framework improves the biological plausibility and robustness of primary visual cortex (V1) subregion parcellation compared with unimodal methods. The dorsal subregion of V1 (Dor‐V1) exhibits selective functional abnormalities in individuals with autism spectrum disorder (ASD), which are significantly correlated with the severity of core social symptoms. Dor‐V1 dysfunction may serve as a promising neuroimaging biomarker for patient subtyping and predicting treatment response in ASD, highlighting the clinical translational value of this fine‐grained subregion atlas.

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Publication Details

Journal
General Psychiatry
Published
2026-09-16
DOI
https://doi.org/10.1002/gps3.70056
Primary Topic
Functional Brain Connectivity Studies
Type
article
Field-Weighted Citation Impact
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article

Parcellation of functional subregions using an improved affinity propagation clustering algorithm based on structure‐function coupling

Hongtao Yi, Junbiao He, Fengmei Lu, Shen'ao Li et al.
General Psychiatry
Functional Brain Connectivity Studies
article

Parcellation of functional subregions using an improved affinity propagation clustering algorithm based on structure‐function coupling

Hongtao Yi, Junbiao He, Fengmei Lu, Shen'ao Li, Yanling Li, Jingjing Gao
article en

Abstract

LEARNING POINTS Integrating structural and functional connectivity via a nonlinear SFC framework improves the biological plausibility and robustness of primary visual cortex (V1) subregion parcellation compared with unimodal methods. The dorsal subregion of V1 (Dor‐V1) exhibits selective functional abnormalities in individuals with autism spectrum disorder (ASD), which are significantly correlated with the severity of core social symptoms. Dor‐V1 dysfunction may serve as a promising neuroimaging biomarker for patient subtyping and predicting treatment response in ASD, highlighting the clinical translational value of this fine‐grained subregion atlas.

General PsychiatryVol. 39(5)
Xihua University (CN), University of Electronic Science and Technology of China (CN)
Openalex Percentile: Top 9%
Functional Brain Connectivity Studies
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Parcellation of functional subregions using an improved affinity propagation clustering algorithm based on structure‐function coupling — Hongtao Yi, Junbiao He, et al. · General Psychiatry (2026) | TGRS Research Map | TGRS