Differential network knockoff filter with application to brain connectivity analysis. (English) Zbl 07925796
MSC:
62P10
Found 39 Documents (Results 1–39)
Large-scale correlation screening under dependence for brain functional connectivity network inference. (English) Zbl 1539.62024
An explainable autoencoder with multi-paradigm fMRI fusion for identifying differences in dynamic functional connectivity during brain development. (English) Zbl 1528.92012
Reviewer: Claudia Simionescu-Badea (Wien)
Event-triggered synchronization of a two-layer heterogeneous neural network via hybrid control. (English) Zbl 1523.34080
Reviewer: Jiu-Gang Dong (Dalian)
Scalp EEG functional connection and brain network in infants with West syndrome. (English) Zbl 1525.92046
Inference on multi-level partial correlations based on multi-subject time series data. (English) Zbl 1515.62115
Can dynamic functional connectivity be used to distinguish between resting-state and motor imagery in EEG-BCIs? (English) Zbl 1507.92010
Benito, Rosa Maria (ed.) et al., Complex networks & their applications X. Volume 2. Proceedings of the 10th international conference, COMPLEX NETWORKS 2021, Madrid, Spain, November 30 – December 2, 2021. Cham: Springer. Stud. Comput. Intell. 1016, 688-699 (2022).
Partial separability and functional graphical models for multivariate Gaussian processes. (English) Zbl 07582645
MSC:
62-XX
Scalable Bayesian matrix normal graphical models for brain functional networks. (English) Zbl 1520.62253
MSC:
62P10
Modeling functional connectivity on empirical and randomized structural brain networks. (English) Zbl 1529.92003
Reviewer: Chuanzhi Bai (Huaian)
Joint Bayesian estimation of voxel activation and inter-regional connectivity in fMRI experiments. (English) Zbl 1477.62352
A review on epileptic foci localization using resting-state functional magnetic resonance imaging. (English) Zbl 1470.92176
Node features adjusted stochastic block model. (English) Zbl 07499059
MSC:
62-XX
Constructing brain connectivity group graphs from EEG time series. (English) Zbl 1516.62645
MSC:
62-XX
Fréchet regression for random objects with Euclidean predictors. (English) Zbl 1417.62091
Reviewer: Oleksandr Kukush (Kyïv)
Matrix graph hypothesis testing and application in brain connectivity alternation detection. (English) Zbl 1412.62187
Functional brain connectivity in Alzheimer’s disease: an EEG study based on permutation disalignment index. (English) Zbl 1514.92055
A systematic review of simulation procedures for fMRI connectivity studies. (English) Zbl 1422.62359
Study on the topological properties of whole brain dynamic functional connectivity network based on fMRI data. (Chinese. English summary) Zbl 1424.92005
Challenges in the analysis of neuroscience data. (English) Zbl 1414.92170
Canale, Antonio (ed.) et al., Studies in neural data science. StartUp research 2017, Siena, Italy, June 25–27, 2017. Cham: Springer. Springer Proc. Math. Stat. 257, 131-156 (2018).
Complex network analysis of brain functional connectivity under a multi-step cognitive task. (English) Zbl 1400.92132
MSC:
92C30
A novel synchronization-based approach for functional connectivity analysis. (English) Zbl 1377.92018
Computational neurology and psychiatry. (English) Zbl 1376.92003
Springer Series in Bio-/Neuroinformatics 6. Cham: Springer (ISBN 978-3-319-49958-1/hbk; 978-3-319-49959-8/ebook). vi, 448 p. (2017).
Depression disorder classification of fMRI data using sparse low-rank functional brain network and graph-based features. (English) Zbl 1370.92082
MSC:
92C55
The functional segregation and integration model: mixture model representations of consistent and variable group-level connectivity in fMRI. (English) Zbl 1414.92161
Functional brain networks in Alzheimer’s disease: EEG analysis based on limited penetrable visibility graph and phase space method. (English) Zbl 1400.92311
MSC:
92C55
Dynamic GSCANO (generalized structured canonical correlation analysis) with applications to the analysis of effective connectivity in functional neuroimaging data. (English) Zbl 1466.62231
MSC:
62-08
Multilevel dynamic generalized structured component analysis for brain connectivity analysis in functional neuroimaging data. (English) Zbl 1345.62151
Psychometrika 81, No. 2, 565-581 (2016); erratum ibid. 81, No. 2, 582–584 (2016).
A Bayesian hierarchical framework for modeling brain connectivity for neuroimaging data. (English) Zbl 1419.62322
EEG-based functional brain networks: hemispheric differences in males and females. (English) Zbl 1339.90082
The study of brain functional connectivity based on medical image data. (Chinese. English summary) Zbl 1313.92009
Inferring evoked brain connectivity through adaptive perturbation. (English) Zbl 1276.92016
MSC:
92C20
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