Quantification of MRI lesion load in multiple sclerosis: A comparison of three computer-assisted techniques

被引:190
作者
Grimaud, J [1 ]
Lai, M [1 ]
Thorpe, J [1 ]
Adeleine, P [1 ]
Wang, L [1 ]
Barker, GJ [1 ]
Plummer, DL [1 ]
Tofts, PS [1 ]
McDonald, WI [1 ]
Miller, DH [1 ]
机构
[1] UCL NATL HOSP NEUROL & NEUROSURG, INST NEUROL, NMR RES UNIT, LONDON WC1N 3BG, ENGLAND
关键词
multiple sclerosis; brain magnetic resonance imaging; lesion volume measurement; precision; repeatability; reproducibility;
D O I
10.1016/0730-725X(96)00018-5
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
Several computer-assisted techniques for measuring multiple sclerosis lesion load on MR images have been developed to provide a quantitative and sensitive means for monitoring disease activity, particularly in the context of treatment trials. We have evaluated three techniques: manual outlining (similar to that of the North American interferon beta-lb trial), semiautomated lesion contouring (local lesion based threshold), and intensity-based thresholding for the whole brain. Contiguous, 5 mm-thick, axial, T-2-weighted images of the brain were obtained on a 1.5T MR imager in eight patients with clinically definite multiple sclerosis. Analyses of the scans were performed twice, independently by three operators, using the three different techniques. The coefficient of variation of the measurement techniques was: (a) intrarater precision, 9.0 +/- 5.2 (mean +/- SD) (range 0.4-18.5) for the manual outlining, 2.5 +/- 2.1 (0.1-7.7) for the contour technique, and 7.5 +/- 6.9 (0.2-22.0) for the global threshold technique; (b) interrater precision, 11.0 +/- 5.8 (4.9-21.7) for the manual outlining, 4.5 +/- 1.6 (1.8-6.6) for the contour technique, and 11.4 +/- 4.9 (2.8-19.2) for the global threshold technique (0.0 = perfect precision). The absolute lesion loads measured were very similar using the manual outlining and the contour techniques but were significantly smaller using the global threshold technique. We conclude that the contour technique is a promising tool for use in treatment trials. Further studies are needed to assess sensitivity to changes in lesion load over time.
引用
收藏
页码:495 / 505
页数:11
相关论文
共 29 条
[1]
MEASUREMENT IN MEDICINE - THE ANALYSIS OF METHOD COMPARISON STUDIES [J].
ALTMAN, DG ;
BLAND, JM .
JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES D-THE STATISTICIAN, 1983, 32 (03) :307-317
[2]
STATISTICAL METHODS FOR ASSESSING AGREEMENT BETWEEN TWO METHODS OF CLINICAL MEASUREMENT [J].
BLAND, JM ;
ALTMAN, DG .
LANCET, 1986, 1 (8476) :307-310
[3]
*BRIT STAND, 1987, 5497 BS I
[4]
MRI SEGMENTATION - METHODS AND APPLICATIONS [J].
CLARKE, LP ;
VELTHUIZEN, RP ;
CAMACHO, MA ;
HEINE, JJ ;
VAIDYANATHAN, M ;
HALL, LO ;
THATCHER, RW ;
SILBIGER, ML .
MAGNETIC RESONANCE IMAGING, 1995, 13 (03) :343-368
[5]
3-DIMENSIONAL SEGMENTATION OF MR IMAGES OF THE HEAD USING PROBABILITY AND CONNECTIVITY [J].
CLINE, HE ;
LORENSEN, WE ;
KIKINIS, R ;
JOLESZ, F .
JOURNAL OF COMPUTER ASSISTED TOMOGRAPHY, 1990, 14 (06) :1037-1045
[6]
DECOENE B, 1992, AM J NEURORADIOL, V13, P1555
[7]
INTERFERON BETA-1B IS EFFECTIVE IN RELAPSING-REMITTING MULTIPLE-SCLEROSIS - CLINICAL-RESULTS OF A MULTICENTER, RANDOMIZED, DOUBLE-BLIND, PLACEBO-CONTROLLED TRIAL [J].
DUQUETTE, P ;
GIRARD, M ;
DESPAULT, L ;
DUBOIS, R ;
KNOBLER, RL ;
LUBLIN, FD ;
KELLEY, L ;
FRANCIS, GS ;
LAPIERRE, Y ;
ANTEL, J ;
FREEDMAN, M ;
HUM, S ;
GREENSTEIN, JI ;
MISHRA, B ;
MULDOON, J ;
WHITAKER, JN ;
EVANS, BK ;
LAYTON, B ;
SIBLEY, WA ;
LAGUNA, J ;
KRIKAWA, J ;
PATY, DW ;
OGER, JJ ;
KASTRUKOFF, LF ;
MOORE, GRW ;
HASHIMOTO, SA ;
MORRISON, W ;
NELSON, J ;
GOODIN, DS ;
MASSA, SM ;
GUTTERIDGE, E ;
ARNASON, BGW ;
NORONHA, A ;
REDER, AT ;
MARTIA, R ;
EBERS, GC ;
RICE, GPA ;
LESAUX, J ;
JOHNSON, KP ;
PANITCH, HS ;
BEVER, CT ;
CONWAY, K ;
WALLENBERG, JC ;
BEDELL, L ;
VANDENNOORT, S ;
WEINSHENKER, B ;
WEISS, W ;
REINGOLD, S ;
PACHNER, A ;
TAYLOR, W .
NEUROLOGY, 1993, 43 (04) :655-661
[8]
BENIGN AND SECONDARY PROGRESSIVE MULTIPLE-SCLEROSIS - A PRELIMINARY QUANTITATIVE MRI STUDY [J].
FILIPPI, M ;
BARKER, GJ ;
HORSFIELD, MA ;
SACARES, PR ;
MACMANUS, DG ;
THOMPSON, AJ ;
TOFTS, PS ;
MCDONALD, WI ;
MILLER, DH .
JOURNAL OF NEUROLOGY, 1994, 241 (04) :246-251
[9]
Intra- and inter-observer agreement of brain MRI lesion volume measurements in multiple sclerosis - A comparison of techniques [J].
Filippi, M ;
Horsfield, MA ;
Bressi, S ;
Martinelli, V ;
Baratti, C ;
Reganati, P ;
Campi, A ;
Miller, DH ;
Comi, G .
BRAIN, 1995, 118 :1593-1600
[10]
CORRELATION OF MAGNETIZATION-TRANSFER RATIO WITH CLINICAL DISABILITY IN MULTIPLE-SCLEROSIS [J].
GASS, A ;
BARKER, GJ ;
KIDD, D ;
THORPE, JW ;
MACMANUS, D ;
BRENNAN, A ;
TOFTS, PS ;
THOMPSON, AJ ;
MCDONALD, WI ;
MILLER, DH .
ANNALS OF NEUROLOGY, 1994, 36 (01) :62-67