Application of Aligned-UMAP to longitudinal biomedical studies

High-dimensional data analysis starts with projecting the data to low dimensions to visualize and understand the underlying data structure. Several methods have been developed for dimensionality reduction, but they are limited to cross-sectional datasets. The recently proposed Aligned-UMAP, an exten...

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Detalles Bibliográficos
Autores principales: Dadu, Anant, Satone, Vipul K., Kaur, Rachneet, Koretsky, Mathew J., Iwaki, Hirotaka, Qi, Yue A., Ramos, Daniel M., Avants, Brian, Hesterman, Jacob, Gunn, Roger, Cookson, Mark R., Ward, Michael E., Singleton, Andrew B., Campbell, Roy H., Nalls, Mike A., Faghri, Faraz
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2023
Materias:
Descriptor
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10318357/
https://www.ncbi.nlm.nih.gov/pubmed/37409055
http://dx.doi.org/10.1016/j.patter.2023.100741

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