CT image segmentation of bone for medical additive manufacturing using a convolutional neural network

Jordi Minnema,Maureen van Eijnatten,Wouter Kouw, Faruk Diblen,Adriënne Mendrik,Jan Wolff

Computers in Biology and Medicine（2018）

引用 103|浏览19

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摘要

•Segmentation of bone in CT scans.•4-layer deep convolutional neural network (CNN).•Mean Dice similarity coefficient of 0.92 ± 0.04•CNNs can minimize the time and effort required during the fabrication of 3D printed medical constructs.

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关键词

Artificial intelligence,Convolutional neural network,Image segmentation,Additive manufacturing,Computed tomography (CT)

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