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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...

Ausführliche Beschreibung

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Bibliographische Detailangaben
Hauptverfasser: Morra, Jonathan H., Tu, Zhuowen, Toga, Arthur W., Thompson, Paul M.
Format: Artigo
Sprache:Inglês
Veröffentlicht: 2009
Schlagworte:
Online Zugang:https://ncbi.nlm.nih.gov/pmc/articles/PMC3148151/
https://ncbi.nlm.nih.gov/pubmed/20426141
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