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Challenges of Clustering Multimodal Clinical Data: Review of Applications in Asthma Subtyping

BACKGROUND: In the current era of personalized medicine, there is increasing interest in understanding the heterogeneity in disease populations. Cluster analysis is a method commonly used to identify subtypes in heterogeneous disease populations. The clinical data used in such applications are typic...

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Detalles Bibliográficos
Autores principales: Horne, Elsie, Tibble, Holly, Sheikh, Aziz, Tsanas, Athanasios
Formato: Online Artículo Texto
Lenguaje:English
Publicado: JMIR Publications 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7290450/
https://www.ncbi.nlm.nih.gov/pubmed/32463370
http://dx.doi.org/10.2196/16452