Brain segmentation based on multi-atlas and diffeomorphism guided 3D fully convolutional network ensembles

Pattern Recognition（2021）

引用 19|浏览6

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摘要

•We proposed a 3D CNN approach for brain structures segmentation that combines convolutional and multi-atlas features.•An adaptive size of 3D ROI patches sampling technique to force the CNN to sufficiently learn the specific ROIs is presented.

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关键词

Brain segmentation,Fully convolutional network,Multi-atlas,Diffeomorphism,Adaptive-size patches,Ensemble model

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