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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...

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Detalles Bibliográficos
Autores principales: Park, Mira, Kim, Doyoen, Moon, Kwanyoung, Park, Taesung
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2020
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