Model-based image reconstruction with wavelet sparsity regularization for through-plane resolution restoration in T<sub>2</sub> -weighted spin-echo prostate MRI.

Eric A BorischAdam T FroemmingRoger C GrimmAkira KawashimaJoshua D TrzaskoStephen J Riederer

Published in: Magnetic resonance in medicine (2022)

Model-based WS-regularized reconstruction consistently provides improved SNR in high (1 mm) through-plane resolution images of prostate T2SE MRI versus linear reconstruction using TK regularization.

Keyphrases

contrast enhanced
prostate cancer
diffusion weighted
magnetic resonance imaging
diffusion weighted imaging
single molecule
magnetic resonance
deep learning
benign prostatic hyperplasia
convolutional neural network
computed tomography
room temperature
density functional theory
network analysis
ionic liquid