3D Deep Convolutional Neural Network-Based Ventilated Lung Segmentation Using Multi-nuclear Hyperpolarized Gas MRI.
Joshua R. AstleyAlberto M. BiancardiPaul J. C. HughesLaurie J. SmithHelen MarshallJames EadenJody BrayNicholas D. WeatherleyGuilhem J. CollierJim M. WildBilal A. TahirPublished in: TIA@MICCAI (2020)
Keyphrases
- brain scans
- medical images
- brain mri
- accurate segmentation
- computed tomography images
- mri images
- segmentation algorithm
- deep learning
- magnetic resonance images
- mr images
- automatic segmentation
- image segmentation
- medical imaging
- magnetic resonance imaging
- ct images
- image analysis
- neural network
- intensity distribution
- tissue segmentation
- shape prior
- manual segmentation
- segmentation method
- genetic algorithm
- carotid artery
- computed tomography
- level set
- brain tumor segmentation
- mr imaging
- ct scans
- automated segmentation
- brain structures
- mri data
- high resolution
- multiscale
- brain tumors
- computer aided diagnosis
- phase contrast
- pet images
- anatomical structures
- fully automatic
- pet ct
- lung parenchyma