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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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Bibliografske podrobnosti
izdano v:JMIR Med Inform
Main Authors: Horne, Elsie, Tibble, Holly, Sheikh, Aziz, Tsanas, Athanasios
Format: Artigo
Jezik:Inglês
Izdano: JMIR Publications 2020
Teme:
Online dostop:https://ncbi.nlm.nih.gov/pmc/articles/PMC7290450/
https://ncbi.nlm.nih.gov/pubmed/32463370
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.2196/16452
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