Research graph
References from Sparse multitask group Lasso for genome-wide association studies. Local targets link to admitted publications; unresolved targets remain external evidence.
Elastic-net regularization approaches for genome-wide association studies of rheumatoid arthritis
2009 · External reference
Joint identification of multiple genetic variants via elastic-net variable selection in a genome-wide association analysis
2010 · External reference
Evaluation of the lasso and the elastic net in genome-wide association studies
2013 · External reference
The influence of feature selection methods on accuracy, stability and interpretability of molecular signatures
2011 · External reference
Challenges in conducting genome-wide association studies in highly admixed multi-ethnic populations: the Generation R study
2015 · External reference
Genome-wide association studies in diverse populations
2010 · External reference
Convergent adaptation of human lactase persistence in Africa and Europe
10.1038/ng1946 · 2007 · External reference
Association analyses of East Asian individuals and trans-ancestry analyses with European individuals reveal new loci associated with cholesterol and triglyceride levels
2017 · External reference
Multitask group Lasso for Genome Wide association Studies in diverse populations
2022 · External reference
Adjacency-constrained hierarchical clustering of a band similarity matrix with application to genomics
2019 · External reference
Gap safe screening rules for sparsity enforcing penalties
2017 · External reference
Stability selection
2009 · External reference
Model selection and estimation in regression with grouped variables
2006 · External reference
Unresolved reference
External reference
Identifying quantitative trait loci via group-sparse multitask regression and feature selection: an imaging genetics study of the ADNI cohort
10.1093/bioinformatics/btr649 · 2012 · External reference
Integrative analysis of multiple diverse omics datasets by sparse group multitask regression
2014 · External reference
10.1007/978-3-319-70772-3_19
10.1007/978-3-319-70772-3_19 · External reference
Multi-task learning sparse group lasso: a method for quantifying antigenicity of influenza A(H1N1) virus using mutations and variations in glycosylation of Hemagglutinin
10.1186/s12859-020-3527-5 · 2020 · External reference
Leveraging pleiotropic association using sparse group variable selection in genomics data
10.1186/s12874-021-01491-8 · 2022 · External reference
GWAsimulator: a rapid whole-genome simulation program
10.1093/bioinformatics/btm549 · 2008 · External reference
The international HapMap project
2003 · External reference
1,135 genomes reveal the global pattern of polymorphism in Arabidopsis thaliana
10.1016/j.cell.2016.05.063 · 2016 · External reference
easyGWAS: a cloud-based platform for comparing the results of genome-wide association studies
10.1105/tpc.16.00551 · 2017 · External reference
A flexible and accurate genotype imputation method for the next generation of genome-wide association studies
10.1371/journal.pgen.1000529 · 2009 · External reference
An analysis of transformations
1964 · External reference
PLINK: a tool set for whole-genome association and population-based linkage analyses
2007 · External reference
Optimal linkage disequilibrium splitting
2021 · External reference
Efficient analysis of large-scale genome-wide data with two R packages: bigstatsr and bigsnpr
10.1093/bioinformatics/bty185 · 2018 · External reference
FaST linear mixed models for genome-wide association studies
2011 · External reference
Performance of model-based multifactor dimensionality reduction methods for epistasis detection by controlling population structure
2021 · External reference
The biglasso package: a memory- and computation-efficient solver for lasso model fitting with big data in R
2017 · External reference
10.1007/978-3-319-20248-8_12
10.1007/978-3-319-20248-8_12 · External reference
Functional mapping and annotation of genetic associations with FUMA
2017 · External reference
Metascape provides a biologist-oriented resource for the analysis of systems-level dataset
2019 · External reference
An automated method for finding molecular complexes in large protein interaction networks
10.1186/1471-2105-4-2 · 2003 · External reference
Cytoscape: a software environment for integrated models of biomolecular interaction networks
10.1101/gr.1239303 · 2003 · External reference
Regularization and variable selection via the elastic net
2005 · External reference
Regulation of mammary gland branching morphogenesis by the extracellular matrix and its remodeling enzymes
2004 · External reference
Identifying intracellular signaling modules and exploring pathways associated with breast cancer recurrence
2021 · External reference
Differential genetic mutations of ectoderm, mesoderm, and endoderm-derived tumors in TCGA database
10.1186/s12935-020-01678-x · 2020 · External reference
Mammographic density as a marker of susceptibility to breast cancer: a hypothesis
2001 · External reference
Thymic function affects breast cancer development and metastasis by regulating expression of thymus secretions PTMα and Tβ15b1
2021 · External reference
Integrin α3β1 promotes invasive and metastatic properties of breast cancer cells through induction of the Brn-2 transcription factor
2021 · External reference
Do myoepithelial cells hold the key for breast tumor progression?
2005 · External reference
ErbB2-upregulated HK1 and HK2 promote breast cancer cell proliferation, migration and invasion
2023 · External reference
Phosphoproteomic analysis identifies focal adhesion kinase 2 (FAK2) as a potential therapeutic target for tamoxifen resistance in breast cancer
2015 · External reference
Untangling the ErbB signalling network
10.1038/35052073 · 2001 · External reference
Gravity signaling in flowering plant roots
2020 · External reference
Roles of sugars in controlling flowering time
2018 · External reference
