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
  • [1] Deformable 3D-2D image registration and analysis of global spinal alignment in long-length intraoperative spine imaging
    Zhang, Xiaoxuan
    Uneri, Ali
    Huang, Yixuan
    Jones, Craig K.
    Witham, Timothy F.
    Helm, Patrick A.
    Siewerdsen, Jeffrey H.
    MEDICAL PHYSICS, 2022, 49 (09) : 5715 - 5727
  • [2] Multi-Slot Intraoperative Imaging and 3D-2D Registration for Evaluation of Long Surgical Constructs in Spine Surgery
    Uneri, A.
    Zhang, X.
    Ketcha, M. D.
    Doerr, S. A.
    Jones, C. K.
    Helm, P. A.
    Siewerdsen, J. H.
    MEDICAL IMAGING 2020: IMAGE-GUIDED PROCEDURES, ROBOTIC INTERVENTIONS, AND MODELING, 2021, 11315
  • [3] Deformable registration of preoperative MR and intraoperative long-length tomosynthesis images for guidance of spine surgery via image synthesis
    Huang, Yixuan
    Zhang, Xiaoxuan
    Hu, Yicheng
    Johnston, Ashley R.
    Jones, Craig K.
    Zbijewski, Wojciech B.
    Siewerdsen, Jeffrey H.
    Helm, Patrick A.
    Witham, Timothy F.
    Uneri, Ali
    COMPUTERIZED MEDICAL IMAGING AND GRAPHICS, 2024, 114
  • [4] Intraoperative evaluation of device placement in spine surgery using known-component 3D-2D image registration
    Uneri, A.
    De Silva, T.
    Goerres, J.
    Jacobson, M. W.
    Ketcha, M. D.
    Reaungamornrat, S.
    Kleinszig, G.
    Vogt, S.
    Khanna, A. J.
    Osgood, G. M.
    Wolinsky, J-P
    Siewerdsen, J. H.
    PHYSICS IN MEDICINE AND BIOLOGY, 2017, 62 (08): : 3330 - 3351
  • [5] Elastic 3D-2D Image Registration
    Striewski, Paul
    Wirth, Benedikt
    JOURNAL OF MATHEMATICAL IMAGING AND VISION, 2022, 64 (05) : 443 - 462
  • [6] 3D-2D registration of curved objects
    Czopf, Akos
    Brack, Christian
    Roth, Michael
    Schweikard, Achim
    Periodica Polytechnica, Electrical Engineering, 1999, 43 (01): : 19 - 41
  • [7] 3D-2D IMAGE REGISTRATION BY NONLINEAR REGRESSION
    Gouveia, Ana R.
    Metz, Coert
    Freire, Luis
    Klein, Stefan
    2012 9TH IEEE INTERNATIONAL SYMPOSIUM ON BIOMEDICAL IMAGING (ISBI), 2012, : 1343 - 1346
  • [8] Realistic C-arm to pCT registration for vertebral localization in spine surgery: A hybrid 3D-2D registration framework for intraoperative vertebral pose estimation
    Naik R.R.
    Anitha H
    Bhat S.N.
    Ampar N.
    Kundangar R.
    Medical and Biological Engineering and Computing, 2022, 60 (08): : 2271 - 2289
  • [9] Automatic Masking for Robust 3D-2D Image Registration in Image-Guided Spine Surgery
    Ketcha, M. D.
    De Silva, T.
    Uneri, A.
    Kleinszig, G.
    Vogt, S.
    Wolinsky, J. -P.
    Siewerdsen, J. H.
    MEDICAL IMAGING 2016: IMAGE-GUIDED PROCEDURES, ROBOTIC INTERVENTIONS, AND MODELING, 2016, 9786
  • [10] 3D-2D spatiotemporal registration for sports motion analysis
    Wang, Ruixuan
    Leow, Wee Kheng
    Leong, Hon Wai
    2008 IEEE CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION, VOLS 1-12, 2008, : 1444 - 1451