Prostate biopsy tracking with deformation estimation

被引:70
作者
Baumann, Michael [1 ,3 ]
Mozer, Pierre [2 ]
Daanen, Vincent [3 ]
Troccaz, Jocelyne [1 ]
机构
[1] Univ J Fourier, TIMC Lab, CNRS, UMR 5525, Grenoble, France
[2] La Pitie Salpetriere Hosp, Urol Dpt, F-75651 Paris 13, France
[3] Koelis SAS, F-38700 La Tronche, France
关键词
Image-based tracking; Prostate tracking; Prostate biopsy maps; Guided prostate biopsies; 3D ultrasound registration; MR-IMAGES; 1.5; T; ULTRASOUND; REGISTRATION; DESIGN; SYSTEM; ATLAS;
D O I
10.1016/j.media.2011.01.008
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Transrectal biopsies under 2D ultrasound (US) control are the current clinical standard for prostate cancer diagnosis. The isoechogenic nature of prostate carcinoma makes it necessary to sample the gland systematically, resulting in a low sensitivity. Also, it is difficult for the clinician to follow the sampling protocol accurately under 2D US control and the exact anatomical location of the biopsy cores is unknown after the intervention. Tracking systems for prostate biopsies make it possible to generate biopsy distribution maps for intra- and post-interventional quality control and 3D visualisation of histological results for diagnosis and treatment planning. They can also guide the clinician toward non-ultrasound targets. In this paper, a volume-swept 3D US based tracking system for fast and accurate estimation of prostate tissue motion is proposed. The entirely image-based system solves the patient motion problem with an a priori model of rectal probe kinematics. Prostate deformations are estimated with elastic registration to maximize accuracy. The system is robust with only 17 registration failures out of 786 (2%) biopsy volumes acquired from 47 patients during biopsy sessions. Accuracy was evaluated to 0.76 +/- 0.52 mm using manually segmented fiducials on 687 registered volumes stemming from 40 patients. A clinical protocol for assisted biopsy acquisition was designed and implemented as a biopsy assistance system, which allows to overcome the draw-backs of the standard biopsy procedure. (C) 2011 Elsevier B.V. All rights reserved.
引用
收藏
页码:562 / 576
页数:15
相关论文
共 29 条
[21]   Mapping of Transrectal Ultrasonographic Prostate Biopsies Quality Control and Learning Curve Assessment by Image Processing [J].
Mozer, Pierre ;
Baumann, Michael ;
Chevreau, Gregoire ;
Moreau-Gaudry, Alexandre ;
Bart, Stephane ;
Renard-Penna, Raphaele ;
Comperat, Eva ;
Conort, Pierre ;
Bitker, Marc-Olivier ;
Chartier-Kastler, Emmanuel ;
Richard, Francois ;
Troccaz, Jocelyne .
JOURNAL OF ULTRASOUND IN MEDICINE, 2009, 28 (04) :455-460
[22]  
Mozer Pierre C, 2009, Rev Urol, V11, P7
[23]   Rigid registration of 3-D ultrasound with MR images: A new approach combining intensity and gradient information [J].
Roche, A ;
Pennec, X ;
Malandain, G ;
Ayache, N .
IEEE TRANSACTIONS ON MEDICAL IMAGING, 2001, 20 (10) :1038-1049
[24]   Optimized prostate biopsy via a statistical atlas of cancer spatial distribution [J].
Shen, DG ;
Lao, QQ ;
Zeng, JC ;
Zhang, W ;
Sesterhenn, IA ;
Sun, L ;
Moul, JW ;
Herskovits, EH ;
Fichtinger, G ;
Davatzikos, C .
MEDICAL IMAGE ANALYSIS, 2004, 8 (02) :139-150
[25]  
Stoianovici D, 2007, MINIM INVASIV THER, V16, P241, DOI 10.1080/13645700701520735
[26]   System for prostate brachytherapy and biopsy in a standard 1.5 T MRI scanner [J].
Susil, RC ;
Camphausen, K ;
Choyke, P ;
McVeigh, ER ;
Gustafson, GS ;
Ning, H ;
Miller, RW ;
Atalar, E ;
Coleman, CN ;
Ménard, C .
MAGNETIC RESONANCE IN MEDICINE, 2004, 52 (03) :683-687
[27]  
Valadez G.H., 2002, THESIS INRIA NICE SO
[28]  
Xu S, 2007, LECT NOTES COMPUT SC, V4791, P128
[29]   Consistent multi-modal non-rigid registration based on a variational approach [J].
Zhang, ZJ ;
Jiang, YF ;
Tsui, H .
PATTERN RECOGNITION LETTERS, 2006, 27 (07) :715-725