Cross correlation-based misregistration correction for super resolution T2 -weighted spin-echo images: application to prostate.
Eric A BorischRoger C GrimmSoudabeh KargarAkira KawashimaPhillip J RossmanStephen J RiedererPublished in: Magnetic resonance in medicine (2020)
The retrospective correlation-based motion-correction method provides significant improvement in the slice-to-slice registration necessary for effective super resolution using overlapped slices.
Keyphrases
- magnetic resonance
- prostate cancer
- contrast enhanced
- deep learning
- cross sectional
- convolutional neural network
- image quality
- room temperature
- magnetic resonance imaging
- benign prostatic hyperplasia
- computed tomography
- diffusion weighted imaging
- network analysis
- high speed
- machine learning
- molecular dynamics
- high resolution
- mass spectrometry