These tools will no longer be maintained as of December 31, 2024. Archived website can be found here. PubMed4Hh GitHub repository can be found here. Contact NLM Customer Service if you have questions.
3. FDR-Corrected Sparse Canonical Correlation Analysis With Applications to Imaging Genomics. Gossmann A; Zille P; Calhoun V; Wang YP IEEE Trans Med Imaging; 2018 Aug; 37(8):1761-1774. PubMed ID: 29993802 [TBL] [Abstract][Full Text] [Related]
4. Fused Estimation of Sparse Connectivity Patterns From Rest fMRI-Application to Comparison of Children and Adult Brains. Zille P; Calhoun VD; Stephen JM; Wilson TW; Wang YP IEEE Trans Med Imaging; 2018 Oct; 37(10):2165-2175. PubMed ID: 28682248 [TBL] [Abstract][Full Text] [Related]
5. Group sparse canonical correlation analysis for genomic data integration. Lin D; Zhang J; Li J; Calhoun VD; Deng HW; Wang YP BMC Bioinformatics; 2013 Aug; 14():245. PubMed ID: 23937249 [TBL] [Abstract][Full Text] [Related]
6. Multi-Task Learning and Sparse Discriminant Canonical Correlation Analysis for Identification of Diagnosis-Specific Genotype-Phenotype Association. Mondal S; Maji P IEEE/ACM Trans Comput Biol Bioinform; 2024; 21(5):1390-1402. PubMed ID: 38587960 [TBL] [Abstract][Full Text] [Related]
7. Significant correlation between a set of genetic polymorphisms and a functional brain network revealed by feature selection and sparse Partial Least Squares. Le Floch E; Guillemot V; Frouin V; Pinel P; Lalanne C; Trinchera L; Tenenhaus A; Moreno A; Zilbovicius M; Bourgeron T; Dehaene S; Thirion B; Poline JB; Duchesnay E Neuroimage; 2012 Oct; 63(1):11-24. PubMed ID: 22781162 [TBL] [Abstract][Full Text] [Related]
8. Deep Collaborative Learning With Application to the Study of Multimodal Brain Development. Hu W; Cai B; Zhang A; Calhoun VD; Wang YP IEEE Trans Biomed Eng; 2019 Dec; 66(12):3346-3359. PubMed ID: 30872216 [TBL] [Abstract][Full Text] [Related]
9. Identify Consistent Cross-Modality Imaging Genetic Patterns via Discriminant Sparse Canonical Correlation Analysis. Wang M; Shao W; Hao X; Shen L; Zhang D IEEE/ACM Trans Comput Biol Bioinform; 2021; 18(4):1549-1561. PubMed ID: 31581090 [TBL] [Abstract][Full Text] [Related]
10. Comparison of variants of canonical correlation analysis and partial least squares for combined analysis of MRI and genetic data. Grellmann C; Bitzer S; Neumann J; Westlye LT; Andreassen OA; Villringer A; Horstmann A Neuroimage; 2015 Feb; 107():289-310. PubMed ID: 25527238 [TBL] [Abstract][Full Text] [Related]
11. A Projection CCA Method for Effective fMRI Data Analysis. Qadar MA; Seghouane AK IEEE Trans Biomed Eng; 2019 Nov; 66(11):3247-3256. PubMed ID: 30843795 [TBL] [Abstract][Full Text] [Related]
12. A Robust Reduced Rank Graph Regression Method for Neuroimaging Genetic Analysis. Zhu X; Zhang W; Fan Y; Neuroinformatics; 2018 Oct; 16(3-4):351-361. PubMed ID: 29907892 [TBL] [Abstract][Full Text] [Related]
13. A Bayesian group sparse multi-task regression model for imaging genetics. Greenlaw K; Szefer E; Graham J; Lesperance M; Nathoo FS; Bioinformatics; 2017 Aug; 33(16):2513-2522. PubMed ID: 28419235 [TBL] [Abstract][Full Text] [Related]
14. Estimating Dynamic Functional Brain Connectivity With a Sparse Hidden Markov Model. Zhang G; Cai B; Zhang A; Stephen JM; Wilson TW; Calhoun VD; Wang YP IEEE Trans Med Imaging; 2020 Feb; 39(2):488-498. PubMed ID: 31329112 [TBL] [Abstract][Full Text] [Related]
15. Multi-set canonical correlation analysis for the fusion of concurrent single trial ERP and functional MRI. Correa NM; Eichele T; Adali T; Li YO; Calhoun VD Neuroimage; 2010 May; 50(4):1438-45. PubMed ID: 20100584 [TBL] [Abstract][Full Text] [Related]
16. Stability test of canonical correlation analysis for studying brain-behavior relationships: The effects of subject-to-variable ratios and correlation strengths. Yang Q; Zhang X; Song Y; Liu F; Qin W; Yu C; Liang M Hum Brain Mapp; 2021 Jun; 42(8):2374-2392. PubMed ID: 33624333 [TBL] [Abstract][Full Text] [Related]
17. Transcriptome-guided amyloid imaging genetic analysis via a novel structured sparse learning algorithm. Yan J; Du L; Kim S; Risacher SL; Huang H; Moore JH; Saykin AJ; Shen L; Bioinformatics; 2014 Sep; 30(17):i564-71. PubMed ID: 25161248 [TBL] [Abstract][Full Text] [Related]
18. Multi-Task Sparse Canonical Correlation Analysis with Application to Multi-Modal Brain Imaging Genetics. Du L; Liu K; Yao X; Risacher SL; Han J; Saykin AJ; Guo L; Shen L IEEE/ACM Trans Comput Biol Bioinform; 2021; 18(1):227-239. PubMed ID: 31634139 [TBL] [Abstract][Full Text] [Related]
19. Neuroimaging PheWAS (Phenome-Wide Association Study): A Free Cloud-Computing Platform for Big-Data, Brain-Wide Imaging Association Studies. Zhao L; Batta I; Matloff W; O'Driscoll C; Hobel S; Toga AW Neuroinformatics; 2021 Apr; 19(2):285-303. PubMed ID: 32822005 [TBL] [Abstract][Full Text] [Related]