Prediction of childhood maltreatment and subtypes with personalized functional connectome of large‐scale brain networks
… , sparse, non-negative function networks with high functional coherence. The individual
large-scale functional network … associations between individual functional topography variations …
large-scale functional network … associations between individual functional topography variations …
Machine learning in resting-state fMRI analysis
… sparse coefficients. Here, dictionaries represent the co-activation patterns of functional networks
… estimate the organization of large-scale distributed cortical networks. They employed a …
… estimate the organization of large-scale distributed cortical networks. They employed a …
[HTML][HTML] Aberrant dynamic functional-structural connectivity coupling of large-scale brain networks in poststroke motor dysfunction
X Liu, S Qiu, X Wang, H Chen, Y Tang, Y Qin - NeuroImage: Clinical, 2023 - Elsevier
… (A) 39 ICs were identified and grouped into seven resting state networks; (B) the structural
connectivity matrix … State 2 is mainly characterized by sparse connectivity within and between …
connectivity matrix … State 2 is mainly characterized by sparse connectivity within and between …
[HTML][HTML] Resting-state “physiological networks”
… networks”—sets of segregated brain regions that exhibit similar responses following slow
changes in systemic physiology—resemble patterns associated with large-scale networks …
changes in systemic physiology—resemble patterns associated with large-scale networks …
Ultra-high-order ICA: an exploration of highly resolved data-driven representation of intrinsic connectivity networks (sparse ICNs)
… networks of each large-scale network show higher functional homogeneity that together support
the network… However, resting state fMRI (rsfMRI) parameters are the same across all sites…
the network… However, resting state fMRI (rsfMRI) parameters are the same across all sites…
Identifying autism spectrum disorder from resting-state fMRI using deep belief network
… nostic classification on the large-scale aggregated data sets. In … network (DBN) and the
Autism Brain Imaging Data Exchange (ABIDE) database, which is a worldwide multisite functional …
Autism Brain Imaging Data Exchange (ABIDE) database, which is a worldwide multisite functional …
Edge-centric functional network predicts risk propensity in economic decision-making: evidence from a resting-state fMRI study
L Jiang, Q Yang, R He, G Wang, C Yi, Y Si… - Cerebral …, 2023 - academic.oup.com
… select the optimal threshold to sparse the network, as well as … large-scale ECSN analysis,
to explore the relationship between the inter-regional community similarity of resting-state fMRI …
to explore the relationship between the inter-regional community similarity of resting-state fMRI …
Classification of early and late mild cognitive impairment using functional brain network of resting-state fMRI
T Zhang, Z Zhao, C Zhang, J Zhang, Z Jin… - Frontiers in Psychiatry, 2019 - frontiersin.org
… (23) used large-scale network (LSN) analysis with an AUC of … series to construct brain
function network, and linear SVM … (46) was used to solve sparse linear regression. To solve the …
function network, and linear SVM … (46) was used to solve sparse linear regression. To solve the …
Individual large-scale functional network mapping for major depressive disorder with electroconvulsive therapy
H Sun, H Cui, Q Sun, Y Li, T Bai, K Wang… - Journal of Affective …, 2024 - Elsevier
… in the spatial distribution of large-scale functional networks between MDD patients before
ECT and HC as well as MDD patients after ECT, we measured the network variability in three …
ECT and HC as well as MDD patients after ECT, we measured the network variability in three …
Inflammation affects dynamic functional network connectivity pattern changes via plasma NFL in cognitive impairment patients
W Yao, H Zhou, X Zhang, H Chen, F Bai… - CNS Neuroscience …, 2024 - Wiley Online Library
… cognitive impairment through the functional interaction of plasma NFL with large-scale brain
… between all functional networks was very sparse. Compared with state 2, state 4 showed the …
… between all functional networks was very sparse. Compared with state 2, state 4 showed the …