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Integrative Analysis of Multi-Omics Data Based on Blockwise Sparse Principal Components
The recent development of high-throughput technology has allowed us to accumulate vast amounts of multi-omics data. Because even single omics data have a large number of variables, integrated analysis of multi-omics data suffers from problems such as computational instability and variable redundancy...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7663540/ https://www.ncbi.nlm.nih.gov/pubmed/33147797 http://dx.doi.org/10.3390/ijms21218202 |