Comparison of AdaBoost and Support Vector Machines for Detecting Alzheimer’s Disease through Automated Hippocampal Segmentation

We compared four automated methods for hippocampal segmentation using different machine learning algorithms (1) hierarchical AdaBoost, (2) Support Vector Machines (SVM) with manual feature selection, (3) hierarchical SVM with automated feature selection (Ada-SVM), and (4) a publicly available brain...

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Bibliografiske detaljer
Main Authors: Morra, Jonathan H., Tu, Zhuowen, Apostolova, Liana G., Green, Amity E., Toga, Arthur W., Thompson, Paul M.
Format: Artigo
Sprog:Inglês
Udgivet: 2009
Fag:
Article
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC2805054/
https://ncbi.nlm.nih.gov/pubmed/19457748
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1109/TMI.2009.2021941
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