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A Learning-Based Wrapper Method to Correct Systematic Errors in Automatic Image Segmentation: Consistently Improved Performance in Hippocampus, Cortex and Brain Segmentation

We propose a simple but generally applicable approach to improving the accuracy of automatic image segmentation algorithms relative to manual segmentations. The approach is based on the hypothesis that a large fraction of the errors produced by automatic segmentation are systematic, i.e., occur cons...

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書誌詳細
主要な著者: Wang, Hongzhi, Das, Sandhitsu R., Suh, Jung Wook, Altinay, Murat, Pluta, John, Craige, Caryne, Avants, Brian, Yushkevich, Paul A.
フォーマット: Artigo
言語:Inglês
出版事項: 2011
主題:
オンライン・アクセス:https://ncbi.nlm.nih.gov/pmc/articles/PMC3049832/
https://ncbi.nlm.nih.gov/pubmed/21237273
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.neuroimage.2011.01.006
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