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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

Stavros I.Dimitriadis Dimitris Liparas

中国神经再生研究（英文版）2018，Vol.13Issue(6)：962-970,9.

中国神经再生研究（英文版）2018，Vol.13Issue(6)：962-970,9.DOI:10.4103/1673-5374.233433

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

Stavros I.Dimitriadis ¹Dimitris Liparas²

作者信息

1. Division of Psychological Medicine and Clinical Neurosciences, School of Medicine, Cardiff University, Cardiff, UK
2. Cardiff University Brain Research Imaging Centre, School of Psychology, Cardiff University, Cardiff, UK
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摘要

关键词

random forest/Alzheimer's disease/mild cognitive impairment/neuroimaging/classification/machine learning/biomarker/magnetic resonance imaging

Key words

random forest/Alzheimer's disease/mild cognitive impairment/neuroimaging/classification/machine learning/biomarker/magnetic resonance imaging

引用本文复制引用

Stavros I.Dimitriadis,Dimitris Liparas..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[J].中国神经再生研究（英文版）,2018,13(6):962-970,9.

基金项目

This work was supported by Medical Research Council (MRC) grant MR/K004360/1 to SID,and MARIE CURIE COFUND EU-UK Research Fellowship to SID. （MRC）

中国神经再生研究（英文版）

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ISSN：1673-5374

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