A Novel 3D U-Net Deep Network with Paralleling Structure for Stroke Lesion Image Segmentation

Chunjiang Fan
Chunjiang Fan
Jian Luo
Jian Luo
Zhenyu Hu
Zhenyu Hu

JOURNAL OF MEDICAL IMAGING AND HEALTH INFORMATICS, pp. 724-730, 2020.

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Abstract:

Image segmentation technologies play a crucial role in medical diagnosis. This paper proposed a novel paralleling structure based on conventional 3D U-net deep network for improving the performance of CT image segmentation. In our model architecture, a new connection channel from analysis path to synthesis path was constructed for exploit...More

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