Individual‐level brain morphological similarity networks: Current methodologies and applications

M Cai, J Ma, Z Wang, Y Zhao, Y Zhang… - CNS Neuroscience …, 2023 - Wiley Online Library
Aims The human brain is an extremely complex system in which neurons, clusters of
neurons, or regions are connected to form a complex network. With the development of …

Adolescent tuning of association cortex in human structural brain networks

F Váša, J Seidlitz, R Romero-Garcia… - Cerebral …, 2018 - academic.oup.com
Motivated by prior data on local cortical shrinkage and intracortical myelination, we
predicted age-related changes in topological organization of cortical structural networks …

Single‐subject morphological brain networks: connectivity map**, topological characterization and test–retest reliability

H Wang, X **, Y Zhang, J Wang - Brain and behavior, 2016 - Wiley Online Library
Introduction Structural MRI has long been used to characterize local morphological features
of the human brain. Coordination patterns of the local morphological features among …

Multisite autism spectrum disorder classification using convolutional neural network classifier and individual morphological brain networks

J Gao, M Chen, Y Li, Y Gao, Y Li, S Cai… - Frontiers in …, 2021 - frontiersin.org
Autism spectrum disorder (ASD) is a range of neurodevelopmental disorders with behavioral
and cognitive impairment and brings huge burdens to the patients' families and the society …

Integrating machining learning and multimodal neuroimaging to detect schizophrenia at the level of the individual

D Lei, WHL Pinaya, J Young… - Human brain …, 2020 - Wiley Online Library
Schizophrenia is a severe psychiatric disorder associated with both structural and functional
brain abnormalities. In the past few years, there has been growing interest in the application …

[HTML][HTML] Patterns of a structural covariance network associated with dispositional optimism during late adolescence

H Lai, X Kong, Y Zhao, N Pan, X Zhang, M He, S Wang… - Neuroimage, 2022 - Elsevier
Abstract Dispositional optimism (hereinafter, optimism), as a vital character strength, reflects
the tendency to hold generalized positive expectancies for future outcomes. A great number …

Individual brain metabolic connectome indicator based on Kullback-Leibler Divergence Similarity Estimation predicts progression from mild cognitive impairment to …

M Wang, J Jiang, Z Yan, I Alberts, J Ge… - European journal of …, 2020 - Springer
Purpose Positron emission tomography (PET) with 18 F-fluorodeoxyglucose (FDG) reveals
altered cerebral metabolism in individuals with mild cognitive impairment (MCI) and …

Regional radiomics similarity networks (R2SNs) in the human brain: reproducibility, small-world properties and a biological basis

K Zhao, Q Zheng, T Che, M Dyrba, Q Li, Y Ding… - Network …, 2021 - direct.mit.edu
A structural covariance network (SCN) has been used successfully in structural magnetic
resonance imaging (sMRI) studies. However, most SCNs have been constructed by a …

Map** individual brain networks using statistical similarity in regional morphology from MRI

X Kong, Z Liu, L Huang, X Wang, Z Yang, G Zhou… - PloS one, 2015 - journals.plos.org
Representing brain morphology as a network has the advantage that the regional
morphology of 'isolated'structures can be described statistically based on graph theory …

Disrupted brain gray matter connectome in social anxiety disorder: a novel individualized structural covariance network analysis

X Zhang, H Lai, Q Li, X Yang, N Pan, M He… - Cerebral …, 2023 - academic.oup.com
Phenoty** approaches grounded in structural network science can offer insights into the
neurobiological substrates of psychiatric diseases, but this remains to be clarified at the …