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

BackgroundIn 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 typical...

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Bibliographic Details
Main Authors: Horne, Elsie, Tibble, Holly, Sheikh, Aziz, Tsanas, Athanasios
Format: Article
Language:English
Published: JMIR Publications 2020-05-01
Series:JMIR Medical Informatics
Online Access:http://medinform.jmir.org/2020/5/e16452/