Automatic segmentation approach to extracting neonatal cerebral ventricles from 3D ultrasound images.

Wu Qiu,Yimin Chen,Jessica Kishimoto,Sandrine de Ribaupierre,Bernard Chiu,Aaron Fenster,Jing Yuan

Medical Image Analysis（2017）

引用 51|浏览37

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摘要

•First study on automatic segmentation of neonatal ventricles from 3D US images.•Multi-atlas initialized multi-region segmentation approach.•Convex optimization based minimization of the defined energy function.•Parallelized GPU implementation.

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关键词

3D Ultrasound imaging,Automatic neonatal cerebral ventricle segmentation,Multi-phase geodesic level-sets,Convex optimization

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