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Using methods from the data mining and machine learning literature for disease classification and prediction: A case study examining classification of heart failure sub-types

OBJECTIVE: Physicians classify patients into those with or without a specific disease. Furthermore, there is often interest in classifying patients according to disease etiology or subtype. Classification trees are frequently used to classify patients according to the presence or absence of a diseas...

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Bibliografske podrobnosti
izdano v:J Clin Epidemiol
Main Authors: Austin, Peter C., Tu, Jack V., Ho, Jennifer E., Levy, Daniel, Lee, Douglas S.
Format: Artigo
Jezik:Inglês
Izdano: 2013
Teme:
Online dostop:https://ncbi.nlm.nih.gov/pmc/articles/PMC4322906/
https://ncbi.nlm.nih.gov/pubmed/23384592
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.jclinepi.2012.11.008
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