Tgnet: A Task-Guided Network Architecture for Multi-Organ and Tumour Segmentation from Partially Labelled Datasets.
Hao WuShuchao PangArcot SowmyaPublished in: ISBI (2022)
Keyphrases
- network architecture
- medical images
- artificial neural
- neural network
- neural network model
- anatomical structures
- level set
- segmentation algorithm
- image segmentation
- organ segmentation
- medical imaging
- segmentation method
- segmentation accuracy
- benchmark datasets
- network design
- region growing
- activation function
- synthetic datasets
- edge detection
- deformable models
- multiscale
- shape prior
- fully automatic
- computed tomography
- markov random field
- magnetic resonance images
- object segmentation
- ct images
- local area network
- color images
- mr images