Detecting small anatomical change with 3D serial MR subtraction images

被引:7
作者
Holden, M [1 ]
Denton, ERE [1 ]
Jarosz, JM [1 ]
Cox, TCS [1 ]
Studholme, C [1 ]
Hawkes, DJ [1 ]
Hill, DLG [1 ]
机构
[1] Guys Hosp, GKT Med Sch, London SE1 9RT, England
来源
MEDICAL IMAGING 1999: IMAGE PROCESSING, PTS 1 AND 2 | 1999年 / 3661卷
关键词
serial MR; brain; growth hormone; subtraction; visual assessment; anatomical change; registration;
D O I
10.1117/12.348594
中图分类号
R318 [生物医学工程];
学科分类号
0831 ;
摘要
Spoiled gradient echo volume MR scans were obtained from 5 growth hormone (GH) patients and 6 normal controls. The patients were scanned before treatment and after 3 and 6 months of GH therapy The controls were scanned at similar intervals. A calibration phantom was scanned on the same day as each subject. The phantom images were registered with a 9 degree of freedom algorithm to measure scaling errors due to changes in scanner calibration. The second and third images were each registered with a 6 degree of freedom algorithm to the first (baseline) image by maximising normalised mutual information, and transformed,with and without scaling error correction, using sine interpolation. Each registered and transformed image had the baseline image subtracted to generate a difference image. Two neuro-radiologists were trained to detect structural change with difference images containing synthetic misregistration and scale changes. They carried out a blinded assessment of anatomical change for the unregistered; aligned and subtracted; and scale corrected, aligned and subtracted images. The results show a significant improvement in the detection of structural change and inter-observer agreement when aligned and subtracted images were used instead of unregistered ones. The structural change corresponded to an increase in brain:CSF ratio.
引用
收藏
页码:44 / 55
页数:12
相关论文
共 20 条
[1]  
Bland M, 1995, INTRO MED STAT
[2]  
Bracewell R. N., 1986, FOURIER TRANSFORM IT, V31999
[3]   QUALITY-OF-LIFE IN ADULTS WITH GROWTH-HORMONE (GH) DEFICIENCY - RESPONSE TO TREATMENT WITH RECOMBINANT HUMAN GH IN A PLACEBO-CONTROLLED 21-MONTH TRIAL [J].
BURMAN, P ;
BROMAN, JE ;
HETTA, J ;
WIKLUND, I ;
ERFURTH, EM ;
HAGG, E ;
KARLSSON, FA .
JOURNAL OF CLINICAL ENDOCRINOLOGY & METABOLISM, 1995, 80 (12) :3585-3590
[4]  
CRANSTON I, 1997, ENDOCRINOL METAB, V82, P2010
[5]   CLINICAL ASPECTS OF GROWTH-HORMONE DEFICIENCY IN ADULTS [J].
DEBOER, H ;
BLOK, GJ ;
VANDERVEEN, EA .
ENDOCRINE REVIEWS, 1995, 16 (01) :63-86
[6]  
Freeborough PA, 1996, LECT NOTES COMPUT SC, V1131, P419
[7]   Accurate registration of serial 3D MR brain images and its application to visualizing change in neurodegenerative disorders [J].
Freeborough, PA ;
Woods, RP ;
Fox, NC .
JOURNAL OF COMPUTER ASSISTED TOMOGRAPHY, 1996, 20 (06) :1012-1022
[8]   A REGISTRATION AND INTERPOLATION PROCEDURE FOR SUBVOXEL MATCHING OF SERIALLY ACQUIRED MR-IMAGES [J].
HAJNAL, JV ;
SAEED, N ;
SOAR, EJ ;
OATRIDGE, A ;
YOUNG, IR ;
BYDDER, GM .
JOURNAL OF COMPUTER ASSISTED TOMOGRAPHY, 1995, 19 (02) :289-296
[9]   DETECTION OF SUBTLE BRAIN CHANGES USING SUBVOXEL REGISTRATION AND SUBTRACTION OF SERIAL MR-IMAGES [J].
HAJNAL, JV ;
SAEED, N ;
OATRIDGE, A ;
WILLIAMS, EJ ;
YOUNG, IR ;
BYDDER, GM .
JOURNAL OF COMPUTER ASSISTED TOMOGRAPHY, 1995, 19 (05) :677-691
[10]   Correcting scaling errors in tomographic images using a nine degree of freedom registration algorithm [J].
Hill, DLG ;
Maurer, CR ;
Studholme, C ;
Fitzpatrick, JM ;
Hawkes, DJ .
JOURNAL OF COMPUTER ASSISTED TOMOGRAPHY, 1998, 22 (02) :317-323