Heart and bladder detection and segmentation on FDG PET/CT by deep learning.
Xiaoyong WangSkander JemaaJill FredricksonAlexandre Fernandez CoimbraTina NielsenAlex de CrespignyThomas BengtssonRichard A. D. CaranoPublished in: BMC Medical Imaging (2022)
Keyphrases
- deep learning
- pet ct
- ct images
- medical images
- treatment planning
- pet images
- lymph nodes
- computed tomography
- unsupervised learning
- ct scans
- medical imaging
- deformable models
- computer tomography
- segmentation algorithm
- automatic detection
- positron emission tomography
- machine learning
- magnetic resonance
- image segmentation
- segmentation method
- object detection
- level set
- shape prior
- image reconstruction
- accurate segmentation
- automatic segmentation
- multiscale
- image analysis
- ct data
- intensity distribution
- fully automatic
- lung cancer
- x ray
- brain mri
- object segmentation
- image registration
- three dimensional
- graph cuts
- mental models
- anatomical structures
- bounding box
- magnetic resonance imaging
- region growing