Cargando…
Adaptive Sparse Multi-Block PLS Discriminant Analysis: An Integrative Method for Identifying Key Biomarkers from Multi-Omics Data
With the growing use of high-throughput technologies, multi-omics data containing various types of high-dimensional omics data is increasingly being generated to explore the association between the molecular mechanism of the host and diseases. In this study, we present an adaptive sparse multi-block...
Autores principales: | Zhang, Runzhi, Datta, Susmita |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2023
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10218045/ https://www.ncbi.nlm.nih.gov/pubmed/37239321 http://dx.doi.org/10.3390/genes14050961 |
Ejemplares similares
-
MOSS: multi-omic integration with sparse value decomposition
por: Gonzalez-Reymundez, Agustin, et al.
Publicado: (2022) -
Integrating omics datasets with the OmicsPLS package
por: Bouhaddani, Said el, et al.
Publicado: (2018) -
Multi-Omics Analysis Identifying Key Biomarkers in Ovarian Cancer
por: Li, Ju-Yueh, et al.
Publicado: (2020) -
Integrative Analysis of Multi-Omics Data Based on Blockwise Sparse Principal Components
por: Park, Mira, et al.
Publicado: (2020) -
Evaluation of O2PLS in Omics data integration
por: Bouhaddani, Said el, et al.
Publicado: (2016)