Quantification of spinal cord atrophy from magnetic resonance images via a B-spline active surface model

被引:46
作者
Coulon, O
Hickman, SJ
Parker, GJ
Barker, GJ
Miller, DH
Arridge, SR
机构
[1] UCL, Dept Comp Sci, London, England
[2] UCL, Inst Neurol, NMR Res Unit, London, England
[3] Univ Manchester, Manchester, Lancs, England
[4] CNRS, Lab Sci Informat & Syst, Marseille, France
关键词
active surface; atrophy; spinal cord; multiple sclerosis;
D O I
10.1002/mrm.10162
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 method is presented that aims at segmenting and measuring the surface of the spinal cord from MR images in order to detect and quantify atrophy. A semiautomatic segmentation with very little intervention from an operator is proposed. It is based on the optimization of a B-spline active surface. The method allows for the computation of orthogonal cross-sections at any level along the cord, from which measurements are derived, such as cross-sectional area or curvature. An evaluation of the accuracy and reproducibility of the method is presented.
引用
收藏
页码:1176 / 1185
页数:10
相关论文
共 21 条
[1]   BENDING AND STRETCHING MODELS FOR LV WALL MOTION ANALYSIS FROM CURVES AND SURFACES [J].
AMINI, AA ;
DUNCAN, JS .
IMAGE AND VISION COMPUTING, 1992, 10 (06) :418-430
[2]  
AMINI AA, 1996, LECT NOTES COMPUTER, V1065, P251
[3]   Geodesic active contours [J].
Caselles, V ;
Kimmel, R ;
Sapiro, G .
INTERNATIONAL JOURNAL OF COMPUTER VISION, 1997, 22 (01) :61-79
[4]  
Do Carmo Manfredo P, 2016, Differential geometry of curves & surfaces, Vsecond
[5]   A spinal cord MRI study of benign and secondary progressive multiple sclerosis [J].
Filippi, M ;
Campi, A ;
Colombo, B ;
Pereira, C ;
Martinelli, V ;
Baratti, C ;
Comi, G .
JOURNAL OF NEUROLOGY, 1996, 243 (07) :502-505
[6]   MAGNETIC-RESONANCE-IMAGING LESION ENLARGEMENT IN MULTIPLE-SCLEROSIS - DISEASE-RELATED ACTIVITY, CHANCE OCCURRENCE, OR MEASUREMENT ARTIFACT [J].
GOODKIN, DE ;
ROSS, JS ;
MEDENDORP, SV ;
KONESCSNI, J ;
RUDICK, RA .
ARCHIVES OF NEUROLOGY, 1992, 49 (03) :261-263
[7]   Assessment of spinal cord damage in MS using MRI [J].
Grossman, RI ;
Barkhof, F ;
Filippi, M .
JOURNAL OF THE NEUROLOGICAL SCIENCES, 2000, 172 :S36-S39
[8]  
Hackbusch W., 1985, MULTIGRID METHODS AP, DOI DOI 10.1007/978-3-662-02427-0
[9]   Detection of optic nerve atrophy following a single episode of unilateral optic neuritis by MRI using a fat-saturated short-echo fast FLAIR sequence [J].
Hickman, SJ ;
Brex, PA ;
Brierley, CMH ;
Silver, NC ;
Barker, GJ ;
Scolding, NJ ;
Compston, DAS ;
Moseley, IF ;
Plant, GT ;
Miller, DH .
NEURORADIOLOGY, 2001, 43 (02) :123-128
[10]  
Hickman SJ, 2000, NEUROIMAG CLIN N AM, V10, P689