A DYNAMICALLY ADAPTIVE IMAGING ALGORITHM FOR WAVELET-ENCODED MRI

被引:50
作者
PANYCH, LP [1 ]
JOLESZ, FA [1 ]
机构
[1] HARVARD UNIV,SCH MED,BOSTON,MA
关键词
DYNAMIC MRI; ADAPTIVE MRI; SPATIAL ENCODING; WAVELET ENCODING;
D O I
10.1002/mrm.1910320609
中图分类号
R8 [特种医学]; R445 [影像诊断学];
学科分类号
1002 ; 100207 ; 1009 ;
摘要
A new adaptive algorithm based on wavelet-encoded MRI is presented for application in dynamic imaging. This algorithm is adaptive because the strategy for updating image data in the dynamic series of images is determined by the processing of the most recently acquired data. The spatially selective multi-resolution properties of the wavelet transform are exploited to selectively update only those regions of the field of view where change is actually occurring. A theoretical imaging model is presented to motivate use of the adaptive algorithm, and simulation results using both artificial and experimental wavelet-encoded data are presented.
引用
收藏
页码:738 / 748
页数:11
相关论文
共 26 条
[1]  
[Anonymous], 1986, NUMERICAL RECIPES
[2]  
BATTLE G, 1992, WAVELETS TUTORIAL TH, V2, P73
[3]   FUNCTIONAL MAPPING OF THE HUMAN VISUAL-CORTEX BY MAGNETIC-RESONANCE-IMAGING [J].
BELLIVEAU, JW ;
KENNEDY, DN ;
MCKINSTRY, RC ;
BUCHBINDER, BR ;
WEISSKOFF, RM ;
COHEN, MS ;
VEVEA, JM ;
BRADY, TJ ;
ROSEN, BR .
SCIENCE, 1991, 254 (5032) :716-719
[4]   REAL-TIME MAGNETIC-RESONANCE-IMAGING OF LASER HEAT DEPOSITION IN TISSUE [J].
BLEIER, AR ;
JOLESZ, FA ;
COHEN, MS ;
WEISSKOFF, RM ;
DALCANTON, JJ ;
HIGUCHI, N ;
FEINBERG, DA ;
ROSEN, BR ;
MCKINSTRY, RC ;
HUSHEK, SG .
MAGNETIC RESONANCE IN MEDICINE, 1991, 21 (01) :132-137
[5]  
CHENEVERT TL, 1993, 12TH P SMRM ANN M, P1262
[6]  
Chou KC, 1991, THESIS MIT
[7]   ULTRA-FAST IMAGING [J].
COHEN, MS ;
WEISSKOFF, RM .
MAGNETIC RESONANCE IMAGING, 1991, 9 (01) :1-37
[8]  
Gelb A, 1992, APPL OPTIMAL ESTIMAT
[9]   DYNAMIC STUDIES OF GADOLINIUM UPTAKE IN BRAIN-TUMORS USING INVERSION-RECOVERY ECHO-PLANAR IMAGING [J].
GOWLAND, P ;
MANSFIELD, P ;
BULLOCK, P ;
STEHLING, M ;
WORTHINGTON, B ;
FIRTH, J .
MAGNETIC RESONANCE IN MEDICINE, 1992, 26 (02) :241-258
[10]  
HALL E, 1976, ALL ACM C, P791