Semi-automatic Deformable Registration of Prostate Mr Images to Pathological Slices

被引:35
作者
Mazaheri, Yousef [1 ,2 ]
Bokacheva, Louisa [1 ]
Kroon, Dirk-Jan [3 ]
Akin, Oguz [2 ]
Hricak, Hedvig [2 ]
Chamudot, Daniel [1 ]
Fine, Samson [4 ]
Koutcher, Jason A. [1 ]
机构
[1] Mem Sloan Kettering Canc Ctr, Dept Med Phys, New York, NY 10065 USA
[2] Mem Sloan Kettering Canc Ctr, Dept Radiol, New York, NY 10065 USA
[3] Univ Twente, Inst Biomed Technol & Tech Med, NL-7500 AE Enschede, Netherlands
[4] Mem Sloan Kettering Canc Ctr, Dept Pathol, New York, NY 10065 USA
基金
美国国家卫生研究院;
关键词
prostate MR imaging; index tumor; deformable registration; step-section pathologic slides; Dice similarity coefficient; HISTOLOGICAL SECTIONS; TUMOR VOLUME; CANCER; BRAIN; DEFORMATIONS; METHODOLOGY; CARCINOMA; SPECIMENS; BREAST; STAGE;
D O I
10.1002/jmri.22347
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
Purpose: To present a semi-automatic deformable registration algorithm for co-registering T2-weighted (T2w) Images of the prostate with whole-mount pathological sections of prostatectomy specimens. Materials and Methods: Twenty-four patients underwent 1.5 Tesla (T) endorectal MR imaging before radical prostatectomy with whole-mount step-section pathologic analysis of surgical specimens. For each patient, the T2w imaging containing the largest area of tumor was manually matched with the corresponding pathologic slice. The prostate was co-registered using a free-form deformation (FED) algorithm based on B-splines. Registration quality was assessed through differences between prostate diameters measured in right-left (RL) and anteroposterior (AP) directions on T2w images and pathologic slices and calculation of the Dice similarity coefficient, D. for the whole prostate (WP), the peripheral zone (PZ) and the transition zone (TZ). Results: The mean differences in diameters measured on pathology and MR imaging in the RL direction and the AP direction were 0.49 cm and -0.63 cm, respectively, before registration and 0.10 cm and -0.11 cm, respectively, after registration. The mean D values for the WP. PZ and TZ, were 0.76, 0.65, and 0.77, respectively, before registration and increased to 0.91, 0.76, and 0.85, respectively, after registration. The improvements in D were significant for all three tissues (P < 0.001 for all). Conclusion: The proposed semi-automatic method enabled successful co-registration of anatomical prostate MR images to pathologic slices.
引用
收藏
页码:1149 / 1157
页数:9
相关论文
共 30 条
[1]   Registration of MR prostate images with biomechanical modeling and nonlinear parameter estimation [J].
Alterovitz, R ;
Goldberg, K ;
Pouliot, J ;
Hsu, ICJ ;
Kim, Y ;
Noworolski, SM ;
Kurhanewicz, J .
MEDICAL PHYSICS, 2006, 33 (02) :446-454
[2]  
Bardinet É, 2002, LECT NOTES COMPUT SC, V2488, P548
[3]   Evaluation of three-dimensional finite element-based deformable registration of pre- and intraoperative prostate imaging [J].
Bharatha, A ;
Hirose, M ;
Hata, N ;
Warfield, SK ;
Ferrant, M ;
Zou, KH ;
Suarez-Santana, E ;
Ruiz-Alzola, J ;
D'Amico, A ;
Cormack, RA ;
Kikinis, R ;
Jolesz, FA ;
Tempany, CMC .
MEDICAL PHYSICS, 2001, 28 (12) :2551-2560
[4]   STATISTICAL METHODS FOR ASSESSING AGREEMENT BETWEEN TWO METHODS OF CLINICAL MEASUREMENT [J].
BLAND, JM ;
ALTMAN, DG .
LANCET, 1986, 1 (8476) :307-310
[6]   Prostate cancer tumor volume: Measurement with endorectal MR and MR spectroscopic imaging [J].
Coakley, FV ;
Kurhanewicz, J ;
Lu, Y ;
Jones, KD ;
Swanson, MG ;
Chang, SD ;
Carroll, PR ;
Hricak, H .
RADIOLOGY, 2002, 223 (01) :91-97
[7]   MEASURES OF THE AMOUNT OF ECOLOGIC ASSOCIATION BETWEEN SPECIES [J].
DICE, LR .
ECOLOGY, 1945, 26 (03) :297-302
[8]   Prostate cancer localization with dynamic contrast-enhanced MR imaging and proton MR spectroscopic imaging [J].
Fuetterer, Jurgen J. ;
Heijmink, Stijn W. T. P. J. ;
Scheenen, Tom W. J. ;
Veltman, Jeroen ;
Huisman, Henkjan J. ;
Vos, Pieter ;
Hulsbergen-Van de Kaa, Christina A. ;
Witjes, J. Alfred ;
Krabbe, Paul F. M. ;
Heerschap, Arend ;
Barentsz, Jelle O. .
RADIOLOGY, 2006, 241 (02) :449-458
[9]   CHANGES IN PROSTATE SHAPE AND VOLUME AND THEIR IMPLICATIONS FOR RADIOTHERAPY AFTER INTRODUCTION OF ENDORECTAL BALLOON AS DETERMINED BY MRI AT 3T [J].
Heijmink, Stijn W. T. P. J. ;
Scheenen, Tom W. J. ;
van Lin, Emile N. J. T. ;
Visser, Andries G. ;
Kiemeney, Lambertus A. L. M. ;
Witjes, J. Alfred ;
Barentsz, Jelle O. .
INTERNATIONAL JOURNAL OF RADIATION ONCOLOGY BIOLOGY PHYSICS, 2009, 73 (05) :1446-1453
[10]   CARCINOMA OF THE PROSTATE-GLAND - MR-IMAGING WITH PELVIC PHASED-ARRAY COILS VERSUS INTEGRATED ENDORECTAL PELVIC PHASED-ARRAY COILS [J].
HRICAK, H ;
WHITE, S ;
VIGNERON, D ;
KURHANEWICZ, J ;
KOSCO, A ;
LEVIN, D ;
WEISS, J ;
NARAYAN, P ;
CARROLL, PR .
RADIOLOGY, 1994, 193 (03) :703-709