Advancing machine learning for MR image reconstruction with an open competition: Overview of the 2019 fastMRI challenge.
Florian KnollTullie MurrellAnuroop SriramNafissa YakubovaJure ZbontarMichael G. RabbatAaron DefazioMatthew J. MuckleyDaniel K. SodicksonC. Lawrence ZitnickMichael P. RechtPublished in: CoRR (2020)
Keyphrases
- image reconstruction
- machine learning
- reconstructed image
- super resolution
- cardiac imaging
- compressed sensing
- magnetic resonance
- mr images
- emission computed tomography
- image reconstruction algorithms
- emission tomography
- reconstruction method
- computed tomography
- radon transform
- image data
- inverse problems
- positron emission tomography
- signal reconstruction
- tomographic reconstruction
- random projections
- reconstruction process
- zernike moments
- medical images
- image registration
- computer vision
- sampled data
- post processing
- low resolution
- limited angle
- sparsely sampled
- high resolution