Elastic image registration of MR/TRUS for targeted prostate biopsy

被引:0
|
作者
Gao, Jian [1 ]
Zhou, Fugen [1 ]
Liu, Bo [1 ]
机构
[1] Beihang Univ, Image Proc Ctr, Beijing 100083, Peoples R China
关键词
prostate; cancer; RPM-TPS; MR/TRUS registration; biopsy; CANCER; ALGORITHM;
D O I
暂无
中图分类号
R-058 [];
学科分类号
摘要
In order to provide prostate biopsy operators with information from pre-operative MR images, MR images must be transformed accurately to the Transrectal Ultrasound (TRUS) real-time images. In our work, we used the well-known Robust Points Matching (RPM) algorithm to find the corresponding point pairs from the prostate contours of MR and TRUS and the thin plate splines (TPS) to transform MRI to TRUS images elastically. Compared with choosing landmarks based on key structures adopted by Nasr Makni[11], we find generating point sets by down-sampling the manual delineated contours in two modality images is much more robust and easier, as it depends little on the experience of operators as well as the quality of clinical ultrasound imaging. Using data acquired from 5 patients, the mean DSC (Disc Similarity Coefficient) we get after performing RPM-TPS registration was 79.43%, compared to the 60.20% got by the manual rigid registration.
引用
收藏
页码:245 / 249
页数:5
相关论文
共 50 条
  • [1] Biomechanical modeling constrained surface-based image registration for prostate MR guided TRUS biopsy
    van de Ven, Wendy J. M.
    Hu, Yipeng
    Barentsz, Jelle O.
    Karssemeijer, Nico
    Barratt, Dean
    Huisman, Henkjan J.
    MEDICAL PHYSICS, 2015, 42 (05) : 2470 - 2481
  • [2] Non-rigid MRI-TRUS Registration in Targeted Prostate Biopsy
    Marami, Bahram
    Sirouspour, Shahin
    Ghoul, Suha
    Abarghouei, Shadi Emami
    Sun, Yue
    Fenster, Aaron
    MEDICAL IMAGING 2015: IMAGE PROCESSING, 2015, 9413
  • [3] ACCURACY OF 3D ELASTIC REGISTRATION OF PROSTATE BIOPSY TRAJECTORY BY REAL-TIME 3D TRUS GUIDANCE WITH MR/TRUS IMAGE FUSION: PILOT PROSTATE PHANTOM STUDY
    Ukimura, O.
    Desai, M.
    Palmer, S.
    Valencerina, S.
    Rodrigues, H.
    Berger, A.
    Brandina, R.
    Aron, M.
    Gill, I.
    JOURNAL OF ENDOUROLOGY, 2010, 24 : A80 - A81
  • [4] Prostate MR/TRUS image segmentation and registration methods based on supervised learning
    Cong M.
    Wu T.
    Liu D.
    Yang D.-Y.
    Du Y.
    Liu, Dong (liud@dlut.edu.cn), 1600, Science Press (42): : 1362 - 1371
  • [5] MR to Ultrasound Image Registration for Guiding Prostate Biopsy and Interventions
    Hu, Yipeng
    Ahmed, Hashim Uddin
    Allen, Clare
    Pendse, Doug
    Sahu, Mahua
    Emberton, Mark
    Hawkes, David
    Barratt, Dean
    MEDICAL IMAGE COMPUTING AND COMPUTER-ASSISTED INTERVENTION - MICCAI 2009, PT I, PROCEEDINGS, 2009, 5761 : 787 - +
  • [6] Adversarial Image Registration with Application for MR and TRUS Image Fusion
    Yan, Pingkun
    Xu, Sheng
    Rastinehad, Ardeshir R.
    Wood, Brad J.
    MACHINE LEARNING IN MEDICAL IMAGING: 9TH INTERNATIONAL WORKSHOP, MLMI 2018, 2018, 11046 : 197 - 204
  • [7] ELASTIC REGISTRATION OF 3D PROSTATE BIOPSY TRAJECTORY BY REAL-TIME 3D TRUS WITH MR/TRUS FUSION: PILOT PHATOM STUDY
    Ukimura, Osamu
    Desai, Mihir
    Aron, Monish
    Hung, Andrew
    Berger, Andre
    Valencerina, Samuel
    Palmer, Suzanne
    Gill, Inderbir
    JOURNAL OF UROLOGY, 2011, 185 (04): : E853 - E853
  • [8] MR-targeted TRUS prostate biopsy using local reference augmentation: initial experience
    van de Ven, Wendy J. M.
    Venderink, Wulphert
    Sedelaar, J. P. Michiel
    Veltman, Jeroen
    Barentsz, Jelle O.
    Futterer, Jurgen J.
    Cornel, Erik B.
    Huisman, Henkjan J.
    INTERNATIONAL UROLOGY AND NEPHROLOGY, 2016, 48 (07) : 1037 - 1045
  • [9] MR-targeted TRUS prostate biopsy using local reference augmentation: initial experience
    Wendy J. M. van de Ven
    Wulphert Venderink
    J. P. Michiel Sedelaar
    Jeroen Veltman
    Jelle O. Barentsz
    Jurgen J. Fütterer
    Erik B. Cornel
    Henkjan J. Huisman
    International Urology and Nephrology, 2016, 48 : 1037 - 1045
  • [10] Effect of targeted biopsy guided by elastic image fusion of MRI with 3D-TRUS on diagnosis of anterior prostate cancer
    Baco, Eduard
    Rud, Erik
    Ukimura, Osamu
    Vlatkovic, Ljiljana
    Svindland, Aud
    Matsugasumi, Toru
    Bernhard, Jean-Christophe
    Rewcastle, John C.
    Eggesbo, Heidi B.
    UROLOGIC ONCOLOGY-SEMINARS AND ORIGINAL INVESTIGATIONS, 2014, 32 (08) : 1300 - 1307