Fast Fully Automatic Segmentation of the Severely Abnormal Human Right Ventricle from Cardiovascular Magnetic Resonance Images Using a Multi-Scale 3D Convolutional Neural Network.
Archontis GiannakidisKonstantinos KamnitsasVeronica SpadottoJennifer KeeganGillian SmithBen GlockerDaniel RueckertSabine ErnstMichael A. GatzoulisDudley J. PennellSonya Babu-NarayanDavid N. FirminPublished in: SITIS (2016)
Keyphrases
- magnetic resonance images
- manual segmentation
- fully automatic segmentation
- convolutional neural network
- multiscale
- mr images
- medical images
- medical imaging
- diffusion tensor
- automatic segmentation
- contrast enhanced
- face detection
- white matter
- magnetic resonance imaging
- high resolution
- mri data
- brain tumors
- medical image analysis
- anatomical structures
- scale space
- ground truth
- magnetic resonance
- brain images
- edge detection
- image data