End-to-End AI-based MRI Reconstruction and Lesion Detection Pipeline for Evaluation of Deep Learning Image Reconstruction.
Ruiyang ZhaoYuxin ZhangBurhaneddin YamanMatthew P. LungrenMichael S. HansenPublished in: CoRR (2021)
Keyphrases
- image reconstruction
- end to end
- deep learning
- reconstructed image
- lesion detection
- super resolution
- compressed sensing
- phase unwrapping
- emission tomography
- reconstruction method
- reconstruction process
- sparsely sampled
- high resolution
- magnetic resonance imaging
- computed tomography
- medical images
- machine learning
- limited angle
- computer aided diagnosis
- positron emission tomography
- image reconstruction algorithms
- weakly supervised
- feature space
- unsupervised learning
- magnetic resonance images
- low resolution
- image data
- optical flow
- multiscale