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Critical Reviews™ in Biomedical Engineering

Выходит 6 номеров в год

ISSN Печать: 0278-940X

ISSN Онлайн: 1943-619X

SJR: 0.262 SNIP: 0.372 CiteScore™:: 2.2 H-Index: 56

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Acceleration of Conventional Data Acquisition in Dynamic Contrast Enhancement: Comparing Keyhole Approaches With Compressive Sensing

Том 42, Выпуск 6, 2014, pp. 437-450
DOI: 10.1615/CritRevBiomedEng.2014010669
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Краткое описание

Dynamic contrast-enhanced (DCE) magnetic resonance imaging (MRI) has become a valuable clinical tool for cancer diagnosis and prognosis. DCE MRI provides pharmacokinetic parameters dependent on the extravasation of small molecular contrast agents, and thus high temporal resolution and/or spatial resolution is required for accurate estimation of parameters. In this article we investigate the efficacy of 2 undersampling approaches to speed up DCE MRI: a conventional keyhole approach and compressed sensing−based imaging. Data reconstructed from variants of these methods has been compared with the full k-space reconstruction with respect to data quality and pharmacokinetic parameters Ktrans and ve. Overall, compressive sensing provides better data quality and reproducible parametric maps than key-hole methods with higher acceleration factors. In particular, an undersampling mask based on a priori precontrast data showed high fidelity of reconstructed data and parametric maps up to 5× acceleration.

ЦИТИРОВАНО В
  1. Li Guang, Liu Yilin, Nie Xingyu, Respiratory-Correlated (RC) vs. Time-Resolved (TR) Four-Dimensional Magnetic Resonance Imaging (4DMRI) for Radiotherapy of Thoracic and Abdominal Cancer, Frontiers in Oncology, 9, 2019. Crossref

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