Abstract: Multi-Scale GANs for Memory-Effcient Generation of High Resolution Medical Images.
Hristina UzunovaJan EhrhardtFabian JacobAlex FrydrychowiczHeinz HandelsPublished in: Bildverarbeitung für die Medizin (2020)
Keyphrases
- medical images
- multiscale
- high resolution
- magnetic resonance images
- anatomical structures
- image intensity
- low resolution
- medical image analysis
- medical image segmentation
- deformable models
- mr images
- image processing
- ct images
- magnetic resonance
- imaging modalities
- medical imaging
- super resolution
- medical diagnosis
- medical data
- computed tomography
- multi modality
- region of interest
- remote sensing
- computer aided diagnosis
- biomedical images
- soft tissue
- brain images
- high frequency
- computer tomography
- clinical practice
- magnetic resonance imaging
- clinical applications
- segmentation of medical images
- multimodal medical images
- x ray images
- edge detection
- high quality
- computer assisted
- image representation
- multi modal
- mri images
- face images
- medical image retrieval
- multiresolution
- medical databases
- image segmentation