Enhancing the representation of functional connectivity networks by fusing multi‐view information for autism spectrum disorder diagnosis
Sign Up to like & getrecommendations! Published in 2019 at "Human Brain Mapping"
DOI: 10.1002/hbm.24415
Abstract: Functional connectivity network provides novel insights on how distributed brain regions are functionally integrated, and its deviations from healthy brain have recently been employed to identify biomarkers for neuropsychiatric disorders. However, most of brain network… read more here.
Keywords: functional connectivity; network; connectivity networks; brain ... See more keywords
On predictability of individual functional connectivity networks from clinical characteristics
Sign Up to like & getrecommendations! Published in 2022 at "Human Brain Mapping"
DOI: 10.1002/hbm.26000
Abstract: In recent years, understanding functional brain connectivity has become increasingly important as a scientific tool with potential clinical implications. Statistical methods, such as graphical models and network analysis, have been adopted to construct functional connectivity… read more here.
Keywords: connectivity; predictability; connectivity networks; functional connectivity ... See more keywords
Altered structural connectivity networks in dementia with lewy bodies
Sign Up to like & getrecommendations! Published in 2021 at "Brain Imaging and Behavior"
DOI: 10.1007/s11682-020-00444-x
Abstract: The impairment of large-scale brain networks has been observed in dementia with Lewy bodies (DLB) using functional connectivity, but the potential for an analogous effect on structural covariance patterns has not been determined. Twenty-four probable… read more here.
Keywords: lewy bodies; large scale; dementia lewy; connectivity ... See more keywords
Frontal Intrinsic Connectivity Networks Support Contradiction Identification During Inductive and Deductive Reasoning
Sign Up to like & getrecommendations! Published in 2022 at "Cognitive Computation"
DOI: 10.1007/s12559-021-09982-y
Abstract: Deductive and inductive reasoning are fundamental logical processes critical to the solution of common practical problems in daily life. We used functional magnetic resonance imaging (fMRI) to investigate the brain networks involved in Contradictory ,… read more here.
Keywords: inductive deductive; intrinsic connectivity; reasoning; deductive reasoning ... See more keywords
Ecological connectivity networks in rapidly expanding cities
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DOI: 10.1016/j.heliyon.2017.e00325
Abstract: Urban expansion increases fragmentation of the landscape. In effect, fragmentation decreases connectivity, causes green space loss and impacts upon the ecology and function of green space. Restoration of the functionality of green space often requires… read more here.
Keywords: ecological connectivity; networks rapidly; connectivity; connectivity networks ... See more keywords
Microstates of Dynamic Directed Connectivity Networks Revealing Visual Color Influences on the Brain Information Processing During Learning
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Access"
DOI: 10.1109/access.2023.3244066
Abstract: Color has the exceptional ability to capture visual attention and is also capable of enhancing positive emotions, leading to a significant impact on human learning and memory. However, the influence of color on the spatiotemporal… read more here.
Keywords: connectivity; color; dynamic directed; brain ... See more keywords
Prediction of Cognitive Task Activations via Resting-State Functional Connectivity Networks: An EEG Study
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Cognitive and Developmental Systems"
DOI: 10.1109/tcds.2020.3031604
Abstract: Objective: The resting state is an internal state that is closely related to neural activation and the performance of tasks. Studying the relationship between the resting and task states is helpful for understanding the organization… read more here.
Keywords: state; task; connectivity networks; resting state ... See more keywords
Inferring Effective Connectivity Networks From fMRI Time Series With a Temporal Entropy-Score.
Sign Up to like & getrecommendations! Published in 2021 at "IEEE transactions on neural networks and learning systems"
DOI: 10.1109/tnnls.2021.3072149
Abstract: Inferring brain-effective connectivity networks from neuroimaging data has become a very hot topic in neuroinformatics and bioinformatics. In recent years, the search methods based on Bayesian network score have been greatly developed and become an… read more here.
Keywords: score; inferring effective; effective connectivity; entropy ... See more keywords
Multimodal Emotion Classification Method and Analysis of Brain Functional Connectivity Networks
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Neural Systems and Rehabilitation Engineering"
DOI: 10.1109/tnsre.2022.3192533
Abstract: Since multimodal emotion classification in different human states has rarely been studied, this paper explores the emotional mechanisms of the brain functional connectivity networks after emotional stimulation. We devise a multimodal emotion classification method fusing… read more here.
Keywords: functional connectivity; classification; brain; connectivity networks ... See more keywords
Self-administered transcranial direct current stimulation treatment of knee osteoarthritis alters pain-related fNIRS connectivity networks
Sign Up to like & getrecommendations! Published in 2023 at "Neurophotonics"
DOI: 10.1117/1.nph.10.1.015011
Abstract: Abstract. Significance Knee osteoarthritis (OA) is a disease that causes chronic pain in the elderly population. Currently, OA is mainly treated pharmacologically with analgesics, although research has shown that neuromodulation via transcranial direct current stimulation… read more here.
Keywords: connectivity; connectivity networks; self administered; pain related ... See more keywords
Decoding Time-Varying Functional Connectivity Networks via Linear Graph Embedding Methods
Sign Up to like & getrecommendations! Published in 2017 at "Frontiers in Computational Neuroscience"
DOI: 10.3389/fncom.2017.00014
Abstract: An exciting avenue of neuroscientific research involves quantifying the time-varying properties of functional connectivity networks. As a result, many methods have been proposed to estimate the dynamic properties of such networks. However, one of the… read more here.
Keywords: graph embedding; time varying; embedding methods; connectivity networks ... See more keywords