Cerebrovascular super-resolution 4D Flow MRI - Sequential combination of resolution enhancement by deep learning and physics-informed image processing to non-invasively quantify intracranial velocity, flow, and relative pressure.
Edward FerdianDavid MarleviJonas SchollenbergerMaria AristovaElazer R. EdelmanSusanne SchnellC. Alberto FigueroaDavid NordslettenAlistair A. YoungPublished in: Medical Image Anal. (2023)
Keyphrases
- medical images
- super resolution
- resolution enhancement
- high resolution
- low resolution
- image processing
- low resolution images
- image reconstruction
- high quality
- single image
- high resolution video
- multi frame
- motion estimation
- visual analysis
- image resolution
- high resolution images
- remote sensing
- velocity field
- computer vision
- pairwise
- multiscale
- higher resolution
- discontinuity preserving
- image segmentation