PUBS: Pulsatility-based segmentation of lumens conducting non-steady flow

被引:89
作者
Alperin, N [1 ]
Lee, SH [1 ]
机构
[1] Univ Illinois, Physiol Imaging & Modeling Lab, MRI Ctr MC 711, Dept Radiol & Bioengn, Chicago, IL 60612 USA
关键词
flow quantitation; phase-contrast MRI; lumen segmentation; pulsatile flow; unbiased thresholding;
D O I
10.1002/mrm.10455
中图分类号
R8 [特种医学]; R445 [影像诊断学];
学科分类号
1002 [临床医学]; 100207 [影像医学与核医学]; 1009 [特种医学];
摘要
Dynamic velocity-encoded phase-contrast MRI (PC-MRI) techniques are being used increasingly to quantify pulsatile flows for a variety of clinical applications. Studies suggest that the reliability of flow quantitation with PC-MRI appears to be dominated by the consistency in the delineation of the lumen boundary. An automated method that utilizes both spatial and temporal information has been developed for improved accuracy and reproducibility. The method's accuracy was evaluated using a flow phantom with 8- and 5-mm-diameter lumens at two different flow rates. The reproducibility of the method was further evaluated with arterial, venous, and cerebrospinal fluid flow data from human subjects. The results were compared with measurements obtained manually by observers of different skill levels. Measurement values obtained manually were consistently smaller than those obtained with the pulsatility-based segmentation (PUBS) method. For the 8-mm lumen, significant improvements in measurement accuracy were obtained. Average lumen area measurement errors of about 18% for the high and low flows, obtained manually by a skilled observer, were reduced to 2.9% and 4.8%, respectively. For the 5-mm lumen, the skilled observer underestimated the lumen area by 13%, while the PUBS method overestimated the lumen area by 28%. Overestimated lumen area measurements for the smaller lumen are attributed to the partial-volume effect. There was significantly less measurement variability with the PUBS method. An average fourfold reduction in interobserver measurement variability was obtained with the new method. (C) 2003 Wiley-Liss, Inc.
引用
收藏
页码:934 / 944
页数:11
相关论文
共 15 条
[1]
Hemodynamically independent analysis of cerebrospinal fluid and brain motion observed with dynamic phase contrast MRI [J].
Alperin, N ;
Vikingstad, EM ;
GomezAnson, B ;
Levin, DN .
MAGNETIC RESONANCE IN MEDICINE, 1996, 35 (05) :741-754
[2]
ALPERIN N, 2000, P 8 ANN M ISMRM DENV, P1540
[3]
MR-intracranial pressure (ICP): A method to measure intracranial elastance and pressure noninvasively by means of MR imaging: Baboon and human study [J].
Alperin, NJ ;
Lee, SH ;
Loth, F ;
Raksin, PB ;
Lichtor, T .
RADIOLOGY, 2000, 217 (03) :877-885
[4]
BALEDENT O, 1999, P INT SOC MAG RES ME, P2176
[5]
Can MR measurement of renal artery flow and renal volume predict the outcome of percutaneous transluminal renal angioplasty? [J].
Binkert, CA ;
Debatin, JF ;
Schneider, E ;
Hodler, J ;
Ruehm, SG ;
Schmidt, M ;
Hoffmann, U .
CARDIOVASCULAR AND INTERVENTIONAL RADIOLOGY, 2001, 24 (04) :233-239
[6]
BURDARD D, 1994, J COMPUTER ASSISTED, V18, P469
[7]
Kozerke S, 1999, J MAGN RESON IMAGING, V10, P41, DOI 10.1002/(SICI)1522-2586(199907)10:1<41::AID-JMRI6>3.3.CO
[8]
2-A
[9]
Hydrodynamic modeling of cerebrospinal fluid motion within the spinal cavity [J].
Loth, F ;
Yardimci, MA ;
Alperin, N .
JOURNAL OF BIOMECHANICAL ENGINEERING-TRANSACTIONS OF THE ASME, 2001, 123 (01) :71-79
[10]
Manfredi Riccardo, 1997, Rays (Rome), V22, P295