Abstract Archives of the RSNA, 2014
PHE024-b
Evaluating Image Quality of Compressed Sensing MRI Aiming at Clinical Applications
Education Exhibits
Presented in 2014
Certificate of Merit
Toshiki Saito BS, RT, Presenter: Nothing to Disclose
Yuki Ichinoseki MS, RT, Abstract Co-Author: Nothing to Disclose
Kota Miyamoto BS, RT, Abstract Co-Author: Nothing to Disclose
Tatsuo Nagasaka RT, Abstract Co-Author: Nothing to Disclose
Yoshio Machida PhD, Abstract Co-Author: Nothing to Disclose
Purposes of this exibit are the following.
1. To review image quality (IQ) evaluation in recently introduced compressed sensing (CS) MRI
2. To recognize the necessity for evaluation aimed at clinical application
3. To learn useful examples related to evaluation of the depictability in MR angiography (MRA) using numerical simulation
CS-MRI and conventional IQ evluation
- CS: Sophisticated theory in informatics using data sparsity
- CS-MRI: Complicated nonlinear procedure enabling fast scan
Various results depending on an assumed model
- IQ indexes: MTF, NPS or "P-SNR, SSIM" in informatics
Appropliate evaluation for clinical images?
IQ evaluation aimed at clinical applications in CS-MRI
- Our concern for evaluation in clinical images such as low contrast in T2WI and thin blood vessels in MRA
- Direct evaluation is useful under complicated circumstances
Analysis of the depictability of thin blood vessels: Numerical simulation
- Simple numerical model mimicking cerebral arteries was used
- MRA images were obtained using various MRA and CS sparsity conditions
Bright / Black Blood, and subtracted MRA
CS sparsity in wavelet space or image domain
- Elucidation of CS-MRI characteristics
Blood vessel depictability in MIP (or minIP) image
Semi-quantitative evaluation with signal intensity of vessels
http://abstract.rsna.org/uploads/2014/14009001/14009001_ifrh.pdf
Saito, T,
Ichinoseki, Y,
Miyamoto, K,
Nagasaka, T,
Machida, Y,
Evaluating Image Quality of Compressed Sensing MRI Aiming at Clinical Applications. Radiological Society of North America 2014 Scientific Assembly and Annual Meeting, - ,Chicago IL.
http://archive.rsna.org/2014/14009001.html