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Lossless Online Ensemble Learning (LOEL) and Its Application to Subcortical Segmentation()

In this paper, we study the classification problem in the situation where large volumes of training data become available sequentially (online learning). In medical imaging, this is typical, e.g., a 3D brain MRI dataset may be gradually collected from a patient population, and not all of the data is...

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Bibliographic Details
Main Authors: Morra, Jonathan H., Tu, Zhuowen, Toga, Arthur W., Thompson, Paul M.
Format: Artigo
Language:Inglês
Published: 2009
Subjects:
Online Access:https://ncbi.nlm.nih.gov/pmc/articles/PMC3148151/
https://ncbi.nlm.nih.gov/pubmed/20426141
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