Deep Learning-Based Longitudinal Intra-subject Registration of Pediatric Brain MR Images.
Andjela DimitrijevicVincent NobletBenjamin De LeenerPublished in: WBIR (2022)
Keyphrases
- brain mr images
- deep learning
- intra subject
- magnetic resonance images
- mr images
- inter subject
- brain tumors
- brain tissue
- cortical surface
- registration accuracy
- medical image analysis
- rigid registration
- medical imaging
- automatic segmentation
- medical images
- quantitative evaluation
- magnetic resonance
- image registration
- unsupervised learning
- machine learning
- white matter
- mutual information
- image data
- registration errors
- high resolution
- visual inspection
- diffusion tensor
- mri data
- magnetic resonance imaging
- image alignment
- ct scans
- anatomical structures
- range images
- computer aided diagnosis
- gold standard
- computed tomography
- shape analysis
- low resolution
- x ray