Journal of neuroscience methods
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J. Neurosci. Methods · Dec 2016
Fast and robust segmentation of the striatum using deep convolutional neural networks.
Automated segmentation of brain structures is an important task in structural and functional image analysis. We developed a fast and accurate method for the striatum segmentation using deep convolutional neural networks (CNN). ⋯ We suggested a fast and accurate deep CNN-based segmentation for small brain structures which can be widely applied to brain image analysis.