Deep learning for clustering of multivariate clinical patient trajectories with missing values

BACKGROUND: Precision medicine requires a stratification of patients by disease presentation that is sufficiently informative to allow for selecting treatments on a per-patient basis. For many diseases, such as neurological disorders, this stratification problem translates into a complex problem of...

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Detalles Bibliográficos
Publicado en:Gigascience
Autores principales: de Jong, Johann, Emon, Mohammad Asif, Wu, Ping, Karki, Reagon, Sood, Meemansa, Godard, Patrice, Ahmad, Ashar, Vrooman, Henri, Hofmann-Apitius, Martin, Fröhlich, Holger
Formato: Artigo
Lenguaje:Inglês
Publicado: Oxford University Press 2019
Materias:
Technical Note
Acceso en línea:https://ncbi.nlm.nih.gov/pmc/articles/PMC6857688/
https://ncbi.nlm.nih.gov/pubmed/31730697
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1093/gigascience/giz134
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