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It can help improve the hospital throughput to accelerate magnetic resonance imaging (MRI) scanning. Patients will benefit from less waiting time.<jats:italic>Task<\/jats:italic>. In the last decade, various rapid MRI techniques on the basis of compressed sensing (CS) were proposed. However, both computation time and reconstruction quality of traditional CS-MRI did not meet the requirement of clinical use.<jats:italic>Method<\/jats:italic>. In this study, a novel method was proposed with the name of exponential wavelet iterative shrinkage-thresholding algorithm with random shift (abbreviated as EWISTARS). It is composed of three successful components: (i) exponential wavelet transform, (ii) iterative shrinkage-thresholding algorithm, and (iii) random shift.<jats:italic>Results<\/jats:italic>. Experimental results validated that, compared to state-of-the-art approaches, EWISTARS obtained the least mean absolute error, the least mean-squared error, and the highest peak signal-to-noise ratio.<jats:italic>Conclusion<\/jats:italic>. EWISTARS is superior to state-of-the-art approaches.<\/jats:p>","DOI":"10.1155\/2016\/9416435","type":"journal-article","created":{"date-parts":[[2016,3,15]],"date-time":"2016-03-15T17:03:33Z","timestamp":1458061413000},"page":"1-10","source":"Crossref","is-referenced-by-count":12,"title":["A Novel Compressed Sensing Method for Magnetic Resonance Imaging: Exponential Wavelet Iterative Shrinkage-Thresholding Algorithm with Random Shift"],"prefix":"10.1155","volume":"2016","author":[{"given":"Yudong","family":"Zhang","sequence":"first","affiliation":[{"name":"Jiangsu Key Laboratory of 3D Printing Equipment and Manufacturing, Nanjing, Jiangsu 210048, China"},{"name":"Guangxi Key Laboratory of Manufacturing System & Advanced Manufacturing Technology, Guilin, Guangxi 541004, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jiquan","family":"Yang","sequence":"additional","affiliation":[{"name":"Jiangsu Key Laboratory of 3D Printing Equipment and Manufacturing, Nanjing, Jiangsu 210048, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jianfei","family":"Yang","sequence":"additional","affiliation":[{"name":"Jiangsu Key Laboratory of 3D Printing Equipment and Manufacturing, Nanjing, Jiangsu 210048, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Aijun","family":"Liu","sequence":"additional","affiliation":[{"name":"Department of Supply Chain Management, W. 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