3D thyroid segmentation in CT using self-attention convolutional neural network.
Xiuxiu HeBangjun GuoYang LeiYingzi LiuTonghe WangWalter J. CurranLongjiang ZhangTian LiuXiaofeng YangPublished in: Medical Imaging: Computer-Aided Diagnosis (2020)
Keyphrases
- convolutional neural network
- medical images
- segmentation algorithm
- medical imaging
- face detection
- medical diagnosis
- image slices
- image segmentation
- segmentation method
- multiscale
- level set
- mri images
- computer tomography
- ct images
- inter patient
- computed tomography
- white blood
- blood pool
- image volumes
- brain mri
- lymph nodes
- lung nodules
- accurate segmentation
- anatomical structures
- ct data
- fully automatic
- mr images
- energy function
- machine learning
- clinical applications
- imaging modalities
- ct scans
- neural network
- shape prior
- x ray
- ct and mr images