Exploring the Role of Deep Learning in Liver Segmentation

Author:

Wang Kuanglan1,Chan Kwan Ho1,Liu Engui2,Liu Yan1,Cao Qiang3,Wang Guangxu1,He Yuxin1,Liao Shaoyi Stephen1,Chen Xinying2,Pu Lixin4

Affiliation:

1. City University of Hong Kong,Hong Kong,China

2. Lixin Pharmaceuticals,Guangzhou,China

3. City University of Hong Kong Shenzhen Research Institute,Shenzhen,China

4. Shenzhen Institute for Advanced Study, UESTC,Shenzhen,China

Funder

Guangzhou Municipal Science and Technology Bureau

Publisher

IEEE

Reference21 articles.

1. Constructing a Probabilistic Model for Automated Liver Region Segmentation Using Non-contrast X-Ray Torso CT images

2. Automatic Liver Segmentation Using a Statistical Shape Model With Optimal Surface Detection

3. Automatic Liver Segmentation on Volumetric CT Images Using Supervoxel-Based Graph Cuts

4. Fully automatic liver segmentation through graph-cut technique, Engineering in Medicine and Biology Society, 2007. EMBS 2007;massoptier;29th Annual International Conference of the IEEE,2007

5. Ternausnet: U-net with vgg11 encoder pre-trained on imagenet for image segmentation;iglovikov;arXiv preprint arXiv 1801 05078,2018

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