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robustica: customizable robust independent component analysis
BACKGROUND: Independent Component Analysis (ICA) allows the dissection of omic datasets into modules that help to interpret global molecular signatures. The inherent randomness of this algorithm can be overcome by clustering many iterations of ICA together to obtain robust components. Existing algor...
Autores principales: | Anglada-Girotto, Miquel, Miravet-Verde, Samuel, Serrano, Luis, Head, Sarah A. |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9721028/ https://www.ncbi.nlm.nih.gov/pubmed/36471244 http://dx.doi.org/10.1186/s12859-022-05043-9 |
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