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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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Библиографические подробности
Главные авторы: Morra, Jonathan H., Tu, Zhuowen, Toga, Arthur W., Thompson, Paul M.
Формат: Artigo
Язык:Inglês
Опубликовано: 2009
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Online-ссылка:https://ncbi.nlm.nih.gov/pmc/articles/PMC3148151/
https://ncbi.nlm.nih.gov/pubmed/20426141
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