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Exploring patterns enriched in a dataset with contrastive principal component analysis

Visualization and exploration of high-dimensional data is a ubiquitous challenge across disciplines. Widely used techniques such as principal component analysis (PCA) aim to identify dominant trends in one dataset. However, in many settings we have datasets collected under different conditions, e.g....

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Detalles Bibliográficos
Autores principales: Abid, Abubakar, Zhang, Martin J., Bagaria, Vivek K., Zou, James
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5976774/
https://www.ncbi.nlm.nih.gov/pubmed/29849030
http://dx.doi.org/10.1038/s41467-018-04608-8