213 related articles for article (PubMed ID: 31918677)
1. Multiset sparse partial least squares path modeling for high dimensional omics data analysis.
Csala A; Zwinderman AH; Hof MH
BMC Bioinformatics; 2020 Jan; 21(1):9. PubMed ID: 31918677
[TBL] [Abstract][Full Text] [Related]
2. Multiset sparse redundancy analysis for high-dimensional omics data.
Csala A; Hof MH; Zwinderman AH
Biom J; 2019 Mar; 61(2):406-423. PubMed ID: 30506971
[TBL] [Abstract][Full Text] [Related]
3. Sparse partial least squares with group and subgroup structure.
Sutton M; Thiébaut R; Liquet B
Stat Med; 2018 Oct; 37(23):3338-3356. PubMed ID: 29888397
[TBL] [Abstract][Full Text] [Related]
4. Sparse redundancy analysis of high-dimensional genetic and genomic data.
Csala A; Voorbraak FPJM; Zwinderman AH; Hof MH
Bioinformatics; 2017 Oct; 33(20):3228-3234. PubMed ID: 28605402
[TBL] [Abstract][Full Text] [Related]
5. Clustering and variable selection evaluation of 13 unsupervised methods for multi-omics data integration.
Pierre-Jean M; Deleuze JF; Le Floch E; Mauger F
Brief Bioinform; 2020 Dec; 21(6):2011-2030. PubMed ID: 31792509
[TBL] [Abstract][Full Text] [Related]
6. Sparse multiple co-Inertia analysis with application to integrative analysis of multi -Omics data.
Min EJ; Long Q
BMC Bioinformatics; 2020 Apr; 21(1):141. PubMed ID: 32293260
[TBL] [Abstract][Full Text] [Related]
7. Statistical integration of two omics datasets using GO2PLS.
Gu Z; El Bouhaddani S; Pei J; Houwing-Duistermaat J; Uh HW
BMC Bioinformatics; 2021 Mar; 22(1):131. PubMed ID: 33736604
[TBL] [Abstract][Full Text] [Related]
8. Penalized co-inertia analysis with applications to -omics data.
Min EJ; Safo SE; Long Q
Bioinformatics; 2019 Mar; 35(6):1018-1025. PubMed ID: 30165424
[TBL] [Abstract][Full Text] [Related]
9. Multi-Omics Factor Analysis-a framework for unsupervised integration of multi-omics data sets.
Argelaguet R; Velten B; Arnol D; Dietrich S; Zenz T; Marioni JC; Buettner F; Huber W; Stegle O
Mol Syst Biol; 2018 Jun; 14(6):e8124. PubMed ID: 29925568
[TBL] [Abstract][Full Text] [Related]
10. Exploring Omics data from designed experiments using analysis of variance multiblock Orthogonal Partial Least Squares.
Boccard J; Rudaz S
Anal Chim Acta; 2016 May; 920():18-28. PubMed ID: 27114219
[TBL] [Abstract][Full Text] [Related]
11. integRATE: a desirability-based data integration framework for the prioritization of candidate genes across heterogeneous omics and its application to preterm birth.
Eidem HR; Steenwyk JL; Wisecaver JH; Capra JA; Abbot P; Rokas A
BMC Med Genomics; 2018 Nov; 11(1):107. PubMed ID: 30453955
[TBL] [Abstract][Full Text] [Related]
12. Group and sparse group partial least square approaches applied in genomics context.
Liquet B; de Micheaux PL; Hejblum BP; Thiébaut R
Bioinformatics; 2016 Jan; 32(1):35-42. PubMed ID: 26358727
[TBL] [Abstract][Full Text] [Related]
13. Integrating multi-OMICS data through sparse canonical correlation analysis for the prediction of complex traits: a comparison study.
Rodosthenous T; Shahrezaei V; Evangelou M
Bioinformatics; 2020 Nov; 36(17):4616-4625. PubMed ID: 32437529
[TBL] [Abstract][Full Text] [Related]
14. A consensus orthogonal partial least squares discriminant analysis (OPLS-DA) strategy for multiblock Omics data fusion.
Boccard J; Rutledge DN
Anal Chim Acta; 2013 Mar; 769():30-9. PubMed ID: 23498118
[TBL] [Abstract][Full Text] [Related]
15. Integrative Exploratory Analysis of Two or More Genomic Datasets.
Meng C; Culhane A
Methods Mol Biol; 2016; 1418():19-38. PubMed ID: 27008008
[TBL] [Abstract][Full Text] [Related]
16. PIntMF: Penalized Integrative Matrix Factorization method for multi-omics data.
Pierre-Jean M; Mauger F; Deleuze JF; Le Floch E
Bioinformatics; 2022 Jan; 38(4):900-907. PubMed ID: 34849583
[TBL] [Abstract][Full Text] [Related]
17. Integrative Analysis of Multi-Omics Data Based on Blockwise Sparse Principal Components.
Park M; Kim D; Moon K; Park T
Int J Mol Sci; 2020 Nov; 21(21):. PubMed ID: 33147797
[TBL] [Abstract][Full Text] [Related]
18. Adaptive Sparse Multi-Block PLS Discriminant Analysis: An Integrative Method for Identifying Key Biomarkers from Multi-Omics Data.
Zhang R; Datta S
Genes (Basel); 2023 Apr; 14(5):. PubMed ID: 37239321
[TBL] [Abstract][Full Text] [Related]
19.
; ; . PubMed ID:
[No Abstract] [Full Text] [Related]
20.
; ; . PubMed ID:
[No Abstract] [Full Text] [Related]
[Next] [New Search]
