Cargando…

Constrained CPD of Complex-Valued Multi-Subject fMRI Data via Alternating Rank-R and Rank-1 Least Squares

Complex-valued shift-invariant canonical polyadic decomposition (CPD) under a spatial phase sparsity constraint (pcsCPD) shows excellent separation performance when applied to band-pass filtered complex-valued multi-subject fMRI data. However, some useful information may also be eliminated when usin...

Descripción completa

Detalles Bibliográficos
Autores principales:	Kuang, Li-Dan, Lin, Qiu-Hua, Gong, Xiao-Feng, Zhang, Jianming, Li, Wenjun, Li, Feng, Calhoun, Vince D.
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	2022
Materias:	Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9613874/ https://www.ncbi.nlm.nih.gov/pubmed/35969549 http://dx.doi.org/10.1109/TNSRE.2022.3198679

Ejemplares similares

Low-Rank Tucker-2 Model for Multi-Subject fMRI Data Decomposition With Spatial Sparsity Constraint
por: Han, Yue, et al.
Publicado: (2022)

Subspace-constrained approaches to low-rank fMRI acceleration
por: Mason, Harry T., et al.
Publicado: (2021)

Modeling the Ranked Antenatal Care Visits Using Optimized Partial Least Square Regression
por: Sadiq, Maryam, et al.
Publicado: (2022)

PEAR: PEriodic And fixed Rank separation for fast fMRI
por: Weizman, Lior, et al.
Publicado: (2017)

A least-squares-fitting procedure for an efficient preclinical ranking of passive transport across the blood–brain barrier endothelium
por: Jorgensen, Christian, et al.
Publicado: (2023)

Linear models: least squares and alternatives
por: Rao, Calyampudi Radhakrishna, et al.
Publicado: (1995)

Linear models: least squares and alternatives
por: Radhakrishna Rao, C, et al.
Publicado: (1999)

Visualizing Rank Deficient Models: A Row Equation Geometry of Rank Deficient Matrices and Constrained-Regression
por: O’Brien, Robert M.
Publicado: (2012)

LCLSQ: an implementation of an algorithm for linearly constrained linear least-squares problems
por: Crane, R L, et al.
Publicado: (1980)

Reduced Rank Least Squares for Real-Time Short Term Estimation of Mean Arterial Blood Pressure in Septic Patients Receiving Norepinephrine
Publicado: (2019)

Linear models and generalizations: least squares and alternatives
por: Rao, C Radhakrishna, et al.
Publicado: (2008)

Development of High Performance Quantum Image Algorithm on Constrained Least Squares Filtering Computation
por: Wang, Shumei, et al.
Publicado: (2020)

Low-Rank Plus Sparse Decomposition of fMRI Data With Application to Alzheimer's Disease
por: Tu, Wei, et al.
Publicado: (2022)

Sparse/Low Rank Constrained Reconstruction for Dynamic PET Imaging
por: Yu, Xingjian, et al.
Publicado: (2015)

Fast and robust imputation for miRNA expression data using constrained least squares
por: Webber, James W., et al.
Publicado: (2022)

Fast Algorithms for Structured Least Squares and Total Least Squares Problems
por: Kalsi, Anoop, et al.
Publicado: (2006)

Cancer Subtype Recognition Based on Laplacian Rank Constrained Multiview Clustering
por: Ge, Shuguang, et al.
Publicado: (2021)

RANK and RANK ligand expression in primary human osteosarcoma
por: Branstetter, Daniel, et al.
Publicado: (2015)

List-wise learning to rank biomedical question-answer pairs with deep ranking recursive autoencoders
por: Yan, Yan, et al.
Publicado: (2020)

Phase fMRI Reveals More Sparseness and Balance of Rest Brain Functional Connectivity Than Magnitude fMRI
por: Chen, Zikuan, et al.
Publicado: (2019)

Source Localization in Acoustic Sensor Networks via Constrained Least-Squares Optimization Using AOA and GROA Measurements
por: Luo, Ji-An, et al.
Publicado: (2018)

Low rank and sparsity constrained method for identifying overlapping functional brain networks
por: Aggarwal, Priya, et al.
Publicado: (2018)

Associations between dietary patterns and cardiovascular disease risk in Canadian adults: a comparison of partial least squares, reduced rank regression and the simplified dietary pattern technique.
por: Lazarova, Svilena, et al.
Publicado: (2022)

Preserving subject variability in group fMRI analysis: performance evaluation of GICA vs. IVA
por: Michael, Andrew M., et al.
Publicado: (2014)

RankAggreg, an R package for weighted rank aggregation
por: Pihur, Vasyl, et al.
Publicado: (2009)

PASSerRank: Prediction of Allosteric Sites with Learning to Rank
por: Tian, Hao, et al.
Publicado: (2023)

Quasi-least squares regression
por: Shults, Justine, et al.
Publicado: (2014)

Solving least squares problems /
por: Lawson, Charles L.
Publicado: (1995)

Solving least squares problems
por: Lawson, Charles L, et al.
Publicado: (1995)

Solving least squares problems
por: Lawson, Charles L, et al.
Publicado: (1974)

Identification of dietary patterns associated with elevated blood pressure among Lebanese men: A comparison of principal component analysis with reduced rank regression and partial least square methods
por: Naja, Farah, et al.
Publicado: (2019)

A comparison of principal component analysis, partial least-squares, and reduced-rank regressions in the identification of dietary patterns associated with hypertension: YaHS-TAMYZ and Shahedieh cohort studies
por: Beigrezaei, Sara, et al.
Publicado: (2023)

Crossing survival curves: alternatives to the log-rank test
por: Bouliotis, George, et al.
Publicado: (2011)

Rank regression: an alternative regression approach for data with outliers
por: CHEN, Tian, et al.
Publicado: (2014)

Effect of Spatial Smoothing on Task fMRI ICA and Functional Connectivity
por: Chen, Zikuan, et al.
Publicado: (2018)

Bayesian rank-based hypothesis testing for the rank sum test, the signed rank test, and Spearman's ρ
por: van Doorn, J., et al.
Publicado: (2020)

Block-Diagonal Constrained Low-Rank and Sparse Graph for Discriminant Analysis of Image Data
por: Guo, Tan, et al.
Publicado: (2017)

A TOPSIS-Inspired Ranking Method Using Constrained Crowd Opinions for Urban Planning
por: Chatterjee, Sujoy, et al.
Publicado: (2022)

Recovering task fMRI signals from highly under-sampled data with low-rank and temporal subspace constraints
por: Chiew, Mark, et al.
Publicado: (2018)

Bravery in the Ranks
Publicado: (1915)

Cannot write session to /tmp/vufind_sessions/sess_j2gtkd9sg1vgpbbf99uv2rs5rm