Accelerating knee MR imaging: Compressed sensing in isotropic three-dimensional fast spin-echo sequence

Seung Hyun Lee, Young Han Lee, Jin Suck Suh

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9 Citations (Scopus)


Purpose To compare image quality between compressed sensing (CS)-3D-fast spin-echo (FSE) and conventional 3D-FSE sequences for knee magnetic resonance imaging (MRI). Methods Knee MRI of 43 patients (male:female, 14:29; mean age, 53 years) were acquired using conventional and CS-3D-FSE with an acceleration factor of 1.5. Overall image quality was assessed by correlation coefficient, root-mean-square error (RMSE), and structural similarity (SSIM) index. Regional image quality was evaluated using signal-to-noise ratios (SNRs) and contrast-to-noise ratios (CNRs). Subjective image quality was evaluated using a four-point scale. Diagnostic agreement for meniscal lesions between the two sequences was evaluated. Results The scan time was reduced from 7:14–8:08 to 4:53–5:08 with CS. A strong positive correlation was observed between data of the two sequences (mean r = 0.880). The RMSE (mean, 126.861) and SSIM index (mean, 0.987) were acceptable. The SNRs and CNRs were not significantly different between the two sequences (P > 0.05, each). There were no significant differences in the evaluation of the menisci and cruciate ligaments, while the CS images demonstrated inferior quality of cartilage–subchondral bone delineation. Diagnostic agreement for meniscal lesions between the two sequences was very good (κ = 0.943–1). Conclusion Compressed sensing-3D-FSE knee MRI produces images of acceptable quality while reducing scan time.

Original languageEnglish
Pages (from-to)90-97
Number of pages8
JournalMagnetic Resonance Imaging
Publication statusPublished - 2018 Feb


All Science Journal Classification (ASJC) codes

  • Biophysics
  • Biomedical Engineering
  • Radiology Nuclear Medicine and imaging

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