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A pairwise strategy for imputing predictive features when combining multiple datasets

MOTIVATION: In the training of predictive models using high-dimensional genomic data, multiple studies’ worth of data are often combined to increase sample size and improve generalizability. A drawback of this approach is that there may be different sets of features measured in each study due to var...

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Detalles Bibliográficos
Autores principales: Wu, Yujie, Ren, Boyu, Patil, Prasad
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9835467/
https://www.ncbi.nlm.nih.gov/pubmed/36576001
http://dx.doi.org/10.1093/bioinformatics/btac839