Automatic Pancreas Segmentation via Coarse Location and Ensemble Learning

Automatic Pancreas Segmentation via Coarse Location and Ensemble Learning

Automatic and reliable segmentation of the pancreas is an important but difficult task for various clinical applications, such as pancreatic cancer radiotherapy and computer-aided diagnosis (CAD). The main challenges for accurate CT pancreas segmentation lie in two aspects: (1) large shape variation...

Full description

Bibliographic Details
Main Authors: Shangqing Liu, Xinrui Yuan, Runyue Hu, Shujun Liang, Shaohua Feng, Yuhua Ai, Yu Zhang
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Access
Subjects:
Superpixel
ResNet
fully convolutional neural networks
ensemble learning
pancreas segmentation
Online Access:https://ieeexplore.ieee.org/document/8937496/

Internet

https://ieeexplore.ieee.org/document/8937496/

Similar Items