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Automatic localization of target vertebrae in spine surgery: clinical evaluation of the LevelCheck registration algorithm.

Publication ,  Journal Article
Lo, S-FL; Otake, Y; Puvanesarajah, V; Wang, AS; Uneri, A; De Silva, T; Vogt, S; Kleinszig, G; Elder, BD; Goodwin, CR; Kosztowski, TA; Bydon, A ...
Published in: Spine (Phila Pa 1976)
April 15, 2015

STUDY DESIGN: A 3-dimensional-2-dimensional (3D-2D) image registration algorithm, "LevelCheck," was used to automatically label vertebrae in intraoperative mobile radiographs obtained during spine surgery. Accuracy, computation time, and potential failure modes were evaluated in a retrospective study of 20 patients. OBJECTIVE: To measure the performance of the LevelCheck algorithm using clinical images acquired during spine surgery. SUMMARY OF BACKGROUND DATA: In spine surgery, the potential for wrong level surgery is significant due to the difficulty of localizing target vertebrae based solely on visual impression, palpation, and fluoroscopy. To remedy this difficulty and reduce the risk of wrong-level surgery, our team introduced a program (dubbed LevelCheck) to automatically localize target vertebrae in mobile radiographs using robust 3D-2D image registration to preoperative computed tomographic (CT) scan. METHODS: Twenty consecutive patients undergoing thoracolumbar spine surgery, for whom both a preoperative CT scan and an intraoperative mobile radiograph were available, were retrospectively analyzed. A board-certified neuroradiologist determined the "true" vertebra levels in each radiograph. Registration of the preoperative CT scan to the intraoperative radiograph was calculated via LevelCheck, and projection distance errors were analyzed. Five hundred random initializations were performed for each patient, and algorithm settings (viz, the number of robust multistarts, ranging 50-200) were varied to evaluate the trade-off between registration error and computation time. Failure mode analysis was performed by individually analyzing unsuccessful registrations (>5 mm distance error) observed with 50 multistarts. RESULTS: At 200 robust multistarts (computation time of ∼26 s), the registration accuracy was 100% across all 10,000 trials. As the number of multistarts (and computation time) decreased, the registration remained fairly robust, down to 99.3% registration accuracy at 50 multistarts (computation time ∼7 s). CONCLUSION: The LevelCheck algorithm correctly identified target vertebrae in intraoperative mobile radiographs of the thoracolumbar spine, demonstrating acceptable computation time, compatibility with routinely obtained preoperative CT scans, and warranting investigation in prospective studies. LEVEL OF EVIDENCE: N/A.

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Published In

Spine (Phila Pa 1976)

DOI

EISSN

1528-1159

Publication Date

April 15, 2015

Volume

40

Issue

8

Start / End Page

E476 / E483

Location

United States

Related Subject Headings

  • Tomography, X-Ray Computed
  • Thoracic Vertebrae
  • Surgery, Computer-Assisted
  • Spine
  • Retrospective Studies
  • Orthopedics
  • Middle Aged
  • Male
  • Lumbar Vertebrae
  • Intraoperative Care
 

Citation

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Lo, S.-F., Otake, Y., Puvanesarajah, V., Wang, A. S., Uneri, A., De Silva, T., … Siewerdsen, J. H. (2015). Automatic localization of target vertebrae in spine surgery: clinical evaluation of the LevelCheck registration algorithm. Spine (Phila Pa 1976), 40(8), E476–E483. https://doi.org/10.1097/BRS.0000000000000814
Lo, Sheng-Fu L., Yoshito Otake, Varun Puvanesarajah, Adam S. Wang, Ali Uneri, Tharindu De Silva, Sebastian Vogt, et al. “Automatic localization of target vertebrae in spine surgery: clinical evaluation of the LevelCheck registration algorithm.Spine (Phila Pa 1976) 40, no. 8 (April 15, 2015): E476–83. https://doi.org/10.1097/BRS.0000000000000814.
Lo S-FL, Otake Y, Puvanesarajah V, Wang AS, Uneri A, De Silva T, et al. Automatic localization of target vertebrae in spine surgery: clinical evaluation of the LevelCheck registration algorithm. Spine (Phila Pa 1976). 2015 Apr 15;40(8):E476–83.
Lo, Sheng-Fu L., et al. “Automatic localization of target vertebrae in spine surgery: clinical evaluation of the LevelCheck registration algorithm.Spine (Phila Pa 1976), vol. 40, no. 8, Apr. 2015, pp. E476–83. Pubmed, doi:10.1097/BRS.0000000000000814.
Lo S-FL, Otake Y, Puvanesarajah V, Wang AS, Uneri A, De Silva T, Vogt S, Kleinszig G, Elder BD, Goodwin CR, Kosztowski TA, Liauw JA, Groves M, Bydon A, Sciubba DM, Witham TF, Wolinsky J-P, Aygun N, Gokaslan ZL, Siewerdsen JH. Automatic localization of target vertebrae in spine surgery: clinical evaluation of the LevelCheck registration algorithm. Spine (Phila Pa 1976). 2015 Apr 15;40(8):E476–E483.

Published In

Spine (Phila Pa 1976)

DOI

EISSN

1528-1159

Publication Date

April 15, 2015

Volume

40

Issue

8

Start / End Page

E476 / E483

Location

United States

Related Subject Headings

  • Tomography, X-Ray Computed
  • Thoracic Vertebrae
  • Surgery, Computer-Assisted
  • Spine
  • Retrospective Studies
  • Orthopedics
  • Middle Aged
  • Male
  • Lumbar Vertebrae
  • Intraoperative Care