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Robust classification using average correlations as features (ACF)
MOTIVATION: In single-cell transcriptomics and other omics technologies, large fractions of missing values commonly occur. Researchers often either consider only those features that were measured for each instance of their dataset, thereby accepting severe loss of information, or use imputation whic...
Autores principales: | Schumann, Yannis, Neumann, Julia E., Neumann, Philipp |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10026437/ https://www.ncbi.nlm.nih.gov/pubmed/36941542 http://dx.doi.org/10.1186/s12859-023-05224-0 |
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