Highly accelerated multi‐shot intravoxel incoherent motion diffusion‐weighted imaging in brain enabled by parametric POCS‐based multiplexed sensitivity encoding

Abstract

AbstractRecently, intravoxel incoherent motion (IVIM) diffusion‐weighted imaging (DWI) has also been demonstrated as an imaging tool for applications in neurological and neurovascular diseases. However, the use of single‐shot diffusion‐weighted echo‐planar imaging for IVIM DWI acquisition leads to suboptimal data quality: for instance, geometric distortion and deteriorated image quality at high spatial resolution. Although the recently commercialized multi‐shot acquisition methods, such as multiplexed sensitivity encoding (MUSE), can attain high‐resolution and high‐quality DWI with signal‐to‐noise ratio (SNR) performance superior to that of the conventional parallel imaging method, the prolonged scan time associated with multi‐shot acquisition is impractical for routine IVIM DWI. This study proposes an acquisition and reconstruction framework based on parametric‐POCSMUSE to accelerate the four‐shot IVIM DWI with 70% reduction of total scan time (13 min 8 s versus 4 min 8 s). First, the four‐shot IVIM DWI scan with 17 b values was accelerated by acquiring only one segment per b value except for b values of 0 and 600 s/mm2. Second, an IVIM‐estimation scheme was integrated into the parametric‐POCSMUSE to enable joint reconstruction of multi‐b images from under‐sampled four‐shot IVIM DWI data. In vivo experiments on both healthy subjects and patients show that the proposed framework successfully produced multi‐b DW images with significantly higher SNRs and lower reconstruction errors than did the conventional acceleration method based on parallel imaging. In addition, the IVIM quantitative maps estimated from the data produced by the proposed framework showed quality comparable to that of fully sampled MUSE‐reconstructed images, suggesting that the proposed framework can enable highly accelerated multi‐shot IVIM DWI without sacrificing data quality. In summary, the proposed framework can make multi‐shot IVIM DWI feasible in a routine MRI examination, with reasonable scan time and improved geometric fidelity.