How random is the random forest? Random forest algorithm on the service of structural imaging biomarkers for Alzheimer's disease: from Alzheimer's disease neuroimaging initiative (ADNI) database

How random is the random forest? Random forest algorithm on the service of structural imaging biomarkers for Alzheimer's disease: from Alzheimer's disease neuroimaging initiative (ADNI) database

Neuroinformatics is a fascinating research field that applies computational models and analytical tools to high dimensional experimental neuroscience data for a better understanding of how the brain functions or dysfunctions in brain diseases. Neuroinformaticians work in the intersection of neurosci...

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Bibliographic Details
Main Authors: Stavros I Dimitriadis, Dimitris Liparas, for the Alzheimer's Disease Neuroimaging Initiative
Format: Article
Language:English
Published: Wolters Kluwer Medknow Publications 2018-01-01
Series:Neural Regeneration Research
Subjects:
random forest; Alzheimer′s disease; mild cognitive impairment; neuroimaging; classification; machine learning; biomarker; magnetic resonance imaging
Online Access:http://www.nrronline.org/article.asp?issn=1673-5374;year=2018;volume=13;issue=6;spage=962;epage=970;aulast=Dimitriadis

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http://www.nrronline.org/article.asp?issn=1673-5374;year=2018;volume=13;issue=6;spage=962;epage=970;aulast=Dimitriadis

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