An Improved Full Convolutional Network Combined with Conditional Random Fields for Brain MR Image Segmentation Algorithm and its 3D Visualization Analysis.

Existing brain region segmentation algorithms based on deep convolutional neural networks (CNN) are inefficient for object boundary segmentation. In order to enhance the segmentation accuracy of brain tissue, this paper proposed an object region segmentation algorithm that combines pixel-level infor...

Full description

Bibliographic Details
Published in:Journal of Medical Systems Vol. 43; no. 9
Main Authors: Zhai, Jiemin, Li, Huiqi
Format: diagnostic images equations & formulas pictorial research tables/charts Journal Article
Published: Springer Nature Sep2019
Online Access:View this record in EBSCOhost