Combination of Compressed Sensing and Parallel Imaging for Highly Accelerated Cardiac Cine MRI

  • 鄭 景隆

Student thesis: Master's Thesis

Abstract

Cardiac CINE MRI has been extensively used in clinical exams and it typically requires patient’s breath-hold and ECG gating Breath-hold could be a burden for patient so it is important to reduce the scan time for cardiac CINE imaging Accelerated scan can reduce the duration of patient’s breath-hold achieve the higher temporal resolution with the same scan time or get the higher spatial resolution by increasing the matrix size Numerous techniques have been proposed for accelerating the scan such as parallel imaging and compressed sensing Our study proposed a new method called k-t CS-SENSE It sequentially combines the parallel imaging and compressed sensing to reconstruct highly undersampled data with higher temporal resolution and spatial resolution for cardiac CINE imaging The proposed strategy uses the k-t FOCUSS for the initial compressed sensing reconstruction and then the result is used in the later parallel imaging reconstruction to serve as reference information for parallel imaging reconstruction Subsequently we use SENSE-based algorithm to perform parallel imaging reconstruction associated with additional regularization information to improve image reconstruction quality For the simulation experiment with data acquired on a 3 0T scanner k-t CS-SENSE could achieve 6-fold acceleration rate and having the reconstruction result with less noise and without too much reduction of temporal resolution
Date of Award2015 Sep 2
Original languageEnglish
SupervisorTzu-Cheng Chao (Supervisor)

Cite this

Combination of Compressed Sensing and Parallel Imaging for Highly Accelerated Cardiac Cine MRI
景隆, 鄭. (Author). 2015 Sep 2

Student thesis: Master's Thesis