Long-length tomosynthesis and 3D-2D registration for intraoperative assessment of spine instrumentation

被引:11
|
作者
Zhang, Xiaoxuan [1 ]
Uneri, Ali [1 ]
Wu, Pengwei [1 ]
Ketcha, Michael Daniel [1 ]
Jones, Craig K. [2 ]
Huang, Yixuan [1 ]
Lo, Sheng-Fu Larry [3 ]
Helm, Patrick A. [4 ]
Siewerdsen, Jeffrey H. [1 ,2 ,3 ]
机构
[1] Johns Hopkins Univ, Dept Biomed Engn, Baltimore, MD 21218 USA
[2] Johns Hopkins Univ, Dept Comp Sci, Baltimore, MD 21218 USA
[3] Johns Hopkins Univ, Dept Neurosurg, Baltimore, MD 21218 USA
[4] Medtronic, Littleton, MA USA
来源
PHYSICS IN MEDICINE AND BIOLOGY | 2021年 / 66卷 / 05期
关键词
tomosynthesis; 3D-2D registration; image-guided surgery; intraoperative imaging; spine surgery; spinal alignment; PEDICLE SCREW PLACEMENT; COMPUTED-TOMOGRAPHY; IMAGE REGISTRATION; ACCURACY; SURGERY; RADIOGRAPHY; QUALITY; COMPLICATIONS; LOCALIZATION; SCOLIOSIS;
D O I
10.1088/1361-6560/abde96
中图分类号
R318 [生物医学工程];
学科分类号
0831 ;
摘要
Purpose. A system for long-length intraoperative imaging is reported based on longitudinal motion of an O-arm gantry featuring a multi-slot collimator. We assess the utility of long-length tomosynthesis and the geometric accuracy of 3D image registration for surgical guidance and evaluation of long spinal constructs. Methods. A multi-slot collimator with tilted apertures was integrated into an O-arm system for long-length imaging. The multi-slot projective geometry leads to slight view disparity in both long-length projection images (referred to as 'line scans') and tomosynthesis 'slot reconstructions' produced using a weighted-backprojection method. The radiation dose for long-length imaging was measured, and the utility of long-length, intraoperative tomosynthesis was evaluated in phantom and cadaver studies. Leveraging the depth resolution provided by parallax views, an algorithm for 3D-2D registration of the patient and surgical devices was adapted for registration with line scans and slot reconstructions. Registration performance using single-plane or dual-plane long-length images was evaluated and compared to registration accuracy achieved using standard dual-plane radiographs. Results. Longitudinal coverage of similar to 50-64 cm was achieved with a single long-length slot scan, providing a field-of-view (FOV) up to (40 x 64) cm(2), depending on patient positioning. The dose-area product (reference point air kerma x x-ray field area) for a slot scan ranged from similar to 702-1757 mGycm(2), equivalent to similar to 2.5 s of fluoroscopy and comparable to other long-length imaging systems. Long-length scanning produced high-resolution tomosynthesis reconstructions, covering similar to 12-16 vertebral levels. 3D image registration using dual-plane slot reconstructions achieved median target registration error (TRE) of 1.2 mm and 0.6 degrees in cadaver studies, outperforming registration to dual-plane line scans (TRE = 2.8 mm and 2.2 degrees) and radiographs (TRE = 2.5 mm and 1.1 degrees). 3D registration using single-plane slot reconstructions leveraged the similar to 7-14 degrees angular separation between slots to achieve median TRE similar to 2 mm and Conclusion. The multi-slot configuration provided intraoperative visualization of long spine segments, facilitating target localization, assessment of global spinal alignment, and evaluation of long surgical constructs. 3D-2D registration to long-length tomosynthesis reconstructions yielded a promising means of guidance and verification with accuracy exceeding that of 3D-2D registration to conventional radiographs.
引用
收藏
页数:17
相关论文
共 50 条
  • [41] Deformable 3D-2D registration for high-precision guidance and verification of neuroelectrode placement
    Uneri, A.
    Wu, P.
    Jones, C. K.
    Vagdargi, P.
    Han, R.
    Helm, P. A.
    Luciano, M. G.
    Anderson, W. S.
    Siewerdsen, J. H.
    PHYSICS IN MEDICINE AND BIOLOGY, 2021, 66 (21):
  • [42] A framework for automatic creation of gold-standard rigid 3D-2D registration datasets
    Madan, Hennadii
    Pernu, Franjo
    Likar, Botjan
    Spiclin, Ziga
    INTERNATIONAL JOURNAL OF COMPUTER ASSISTED RADIOLOGY AND SURGERY, 2017, 12 (02) : 263 - 275
  • [43] Evaluation of similarity measures for 3D-2D image registration based on matching structure tensors
    Špiclin, Žiga
    Elektrotehniski Vestnik/Electrotechnical Review, 2015, 82 (1-2): : 66 - 72
  • [44] A 3D-2D Registration Method for Stereo Scan Overlay on Structure from Motion Model
    Rajamohan, Deepak
    Garratt, Matthew
    Pickering, Mark
    2020 DIGITAL IMAGE COMPUTING: TECHNIQUES AND APPLICATIONS (DICTA), 2020,
  • [45] 3D-2D Registration Using X-Ray Simulation and CMA-ES
    Wen, Tianci
    Mihail, Radu P.
    Vidal, Franck P.
    APPLICATIONS OF EVOLUTIONARY COMPUTATION, EVOAPPLICATIONS 2021, 2021, 12694 : 453 - 468
  • [46] 3D-2D Deformable Image Registration Using Feature-Based Nonuniform Meshes
    Zhong, Zichun
    Guo, Xiaohu
    Cai, Yiqi
    Yang, Yin
    Wang, Jing
    Jia, Xun
    Mao, Weihua
    BIOMED RESEARCH INTERNATIONAL, 2016, 2016
  • [47] Automated 3D-2D projective registration of human facial images using edge features
    Haider, AM
    Kaneko, T
    INTERNATIONAL JOURNAL OF PATTERN RECOGNITION AND ARTIFICIAL INTELLIGENCE, 2001, 15 (08) : 1263 - 1276
  • [48] Improving Comparative Radiography by Multi-resolution 3D-2D Evolutionary Image Registration
    Gomez, Oscar
    Ibanez, Oscar
    Valsecchi, Andrea
    Cordon, Oscar
    HYBRID ARTIFICIAL INTELLIGENT SYSTEMS, HAIS 2019, 2019, 11734 : 99 - 110
  • [49] Assessing 3D Tunnel Position in ACL Reconstruction Using A Novel Single Image 3D-2D Registration
    Kang, X.
    Yau, W. P.
    Otake, Y.
    Cheung, P. Y. S.
    Hu, Y.
    Taylor, R. H.
    MEDICAL IMAGING 2012: IMAGE-GUIDED PROCEDURES, ROBOTIC INTERVENTIONS, AND MODELING, 2012, 8316
  • [50] 3D-2D Ultrasound Feature-Based Registration for Navigated Prostate Biopsy: a Feasibility Study
    Selmi, Sonia Y.
    Promayon, Emmanuel
    Troccaz, Jocelyne
    2016 38TH ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY (EMBC), 2016, : 4109 - 4112