Challenges in Identifying Asthma Subgroups Using Unsupervised Statistical Learning Techniques

Rationale: Unsupervised statistical learning techniques, such as exploratory factor analysis (EFA) and hierarchical clustering (HC), have been used to identify asthma phenotypes, with partly consistent results. Some of the inconsistency is caused by the variable selection and demographic and clinica...

Disgrifiad llawn

Wedi'i Gadw mewn:
Manylion Llyfryddiaeth
Prif Awduron: Prosperi, Mattia C. F., Sahiner, Umit M., Belgrave, Danielle, Sackesen, Cansin, Buchan, Iain E., Simpson, Angela, Yavuz, Tolga S., Kalayci, Omer, Custovic, Adnan
Fformat: Artigo
Iaith:Inglês
Cyhoeddwyd: American Thoracic Society 2013
Pynciau:
Articles
Mynediad Ar-lein:https://ncbi.nlm.nih.gov/pmc/articles/PMC3919072/
https://ncbi.nlm.nih.gov/pubmed/24180417
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1164/rccm.201304-0694OC
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