Multi-scale GANs for Memory-efficient Generation of High Resolution Medical Images.
Hristina UzunovaJan EhrhardtFabian JacobAlex FrydrychowiczHeinz HandelsPublished in: MICCAI (6) (2019)
Keyphrases
- medical images
- memory efficient
- multiscale
- high resolution
- magnetic resonance images
- low resolution
- medical image analysis
- anatomical structures
- magnetic resonance
- deformable models
- medical imaging
- medical data
- image processing
- image intensity
- medical diagnosis
- mr images
- magnetic resonance imaging
- medical image segmentation
- computer aided diagnosis
- ct images
- super resolution
- biomedical images
- computed tomography
- medical image retrieval
- clinical applications
- imaging modalities
- soft tissue
- iterative deepening
- multi modality
- high frequency
- segmentation of medical images
- region of interest
- image representation
- remote sensing
- high quality
- brain images
- clinical practice
- x ray images
- wavelet transform
- computer tomography
- image segmentation
- multimodal medical images
- computer vision
- computer aided
- integral image
- image features
- medical databases