Estimation of functional connectivity in fMRI data using stability selection-based sparse partial correlation with elastic net penalty
about
Clinical applications of the functional connectomeA two-part mixed-effects modeling framework for analyzing whole-brain network data.Connectomics and new approaches for analyzing human brain functional connectivityNeural networks of colored sequence synesthesiaBayesian multi-task learning for decoding multi-subject neuroimaging data.Evaluation of machine learning algorithms for treatment outcome prediction in patients with epilepsy based on structural connectome data.Discovering key regulatory mechanisms from single-factor and multi-factor regulations in glioblastoma utilizing multi-dimensional data.Identification of functional networks in resting state fMRI data using adaptive sparse representation and affinity propagation clustering.Exploring stability-based voxel selection methods in MVPA using cognitive neuroimaging data: a comprehensive study.Interpretation of the Precision Matrix and Its Application in Estimating Sparse Brain Connectivity during Sleep Spindles from Human Electrocorticography RecordingsConnectotyping: model based fingerprinting of the functional connectome.Sparse network-based models for patient classification using fMRI.Reconceptualizing functional brain connectivity in autism from a developmental perspective.Task-based core-periphery organization of human brain dynamicsImproved estimation and interpretation of correlations in neural circuitsBayesian Estimation of Conditional Independence Graphs Improves Functional Connectivity Estimates.Bootstrap Enhanced Penalized Regression for Variable Selection with Neuroimaging DataEstimating multivariate similarity between neuroimaging datasets with sparse canonical correlation analysis: an application to perfusion imaging.Partial covariance based functional connectivity computation using Ledoit-Wolf covariance regularizationResting state functional MRI reveals abnormal network connectivity in neurofibromatosis 1.A Topological Criterion for Filtering Information in Complex Brain Networks.Functional connectivity change as shared signal dynamicsGraph-guided joint prediction of class label and clinical scores for the Alzheimer's diseaseDynamic functional network connectivity reveals unique and overlapping profiles of insula subdivisions.Estimation of resting-state functional connectivity using random subspace based partial correlation: a novel method for reducing global artifacts.Probing for Sparse and Fast Variable Selection with Model-Based BoostingThe anatomical scaffold underlying the functional centrality of known cortical hubs.Patterns of effective connectivity during memory encoding and retrieval differ between patients with mild cognitive impairment and healthy older adults.Real-time estimation of dynamic functional connectivity networks.A novel joint sparse partial correlation method for estimating group functional networks.Applying tensor-based morphometry to parametric surfaces can improve MRI-based disease diagnosis.Identifying disease foci from static and dynamic effective connectivity networks: Illustration in soldiers with trauma.Multivariate Heteroscedasticity Models for Functional Brain Connectivity.A Novel Group-Fused Sparse Partial Correlation Method for Simultaneous Estimation of Functional Networks in Group Comparison Studies.Big Data and Neuroimaging.Clustering Coefficients for Correlation Networks.
P2860
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P2860
Estimation of functional connectivity in fMRI data using stability selection-based sparse partial correlation with elastic net penalty
description
2011 nî lūn-bûn
@nan
2011 թուականի Դեկտեմբերին հրատարակուած գիտական յօդուած
@hyw
2011 թվականի դեկտեմբերին հրատարակված գիտական հոդված
@hy
2011年の論文
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2011年学术文章
@wuu
2011年学术文章
@zh-cn
2011年学术文章
@zh-hans
2011年学术文章
@zh-my
2011年学术文章
@zh-sg
2011年學術文章
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name
Estimation of functional conne ...... ation with elastic net penalty
@ast
Estimation of functional conne ...... ation with elastic net penalty
@en
Estimation of functional conne ...... tion with elastic net penalty.
@nl
type
label
Estimation of functional conne ...... ation with elastic net penalty
@ast
Estimation of functional conne ...... ation with elastic net penalty
@en
Estimation of functional conne ...... tion with elastic net penalty.
@nl
prefLabel
Estimation of functional conne ...... ation with elastic net penalty
@ast
Estimation of functional conne ...... ation with elastic net penalty
@en
Estimation of functional conne ...... tion with elastic net penalty.
@nl
P2860
P921
P1433
P1476
Estimation of functional conne ...... tion with elastic net penalty.
@en
P2093
Kaustubh Supekar
Tianwen Chen
P2860
P304
P356
10.1016/J.NEUROIMAGE.2011.11.054
P407
P577
2011-12-01T00:00:00Z