J Appl Biomed 13:143-159, 2015 | DOI: 10.1016/j.jab.2015.01.001
Estimation of the spinal twisting angle using inertial measurement units during a rod derotation surgery in idiopathic scoliosis patients
- a Biomedical Engineering Laboratory, Department of Bio-Mechatronic Engineering, College of Biotechnology and Bioengineering, Sungkyunkwan University, 300 Chunchun, Jangan, Suwon, Gyeonggi 440-746, Republic of Korea
- b Department of Orthopedics, Scoliosis Research Institute, Korea University Guro Hospital, Guro 2-dong, Guro-gu, Seoul 152-703, Republic of Korea
This study proposes a method to measure the twisting angle of a rod during a spinal correction surgery in real-time without performing an alignment procedure by using the six-axis data (tri-axis acceleration, tri-axis rate gyro) of the IMU and a Tait-Bryan Euler angle algorithm. To determine whether the twisting angle calculation algorithm offered an improvement, typical procedures described in existing studies were implemented using the same experimental data and were then validated using a three-dimensional motion analysis system (Vicon 460 motion analysis system). The correlation coefficients and the RMSE of the proposed method were 0.904 and 0.680° in the servo-motor experiment, and 0.988 and 0.691° in the mock surgery experiment, respectively, and these values were not significantly different from those calculated through other methods in previous studies. Therefore, if the proposed method is used during surgery, an alignment procedure and the assumptions following the morphology of body, which are limitations of prior research, are not necessary. Also the twisting angle of the rod can be observed without using magnetic data of IMU in real time during surgery. It is expected that the correction loss, which is a serious problem that can occur in patients after spinal correction, could be prevented.
Keywords: Rod derotation; Spinal twisting angle; Idiopathic scoliosis; Euler angle; Inertial measurement unit
Received: August 29, 2014; Revised: December 4, 2014; Accepted: January 5, 2015; Published: May 1, 2015 Show citation
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References
- Adam, C.J., Askin, G.N., Pearcy, M.J., 2008. Gravity-induced torque and intravertebral rotation in idiopathic scoliosis. Spine 33, E30-E37.
Go to original source...
Go to PubMed...
- Asher, M.A., Burton, D.C., 2006. Adolescent idiopathic scoliosis: natural history and long term treatment effects. Scoliosis 1, 2.
Go to original source...
Go to PubMed...
- Brennan, A., Zhang, J., Deluzio, K., Li, Q., 2011. Quantification of inertial sensor-based 3D joint angle measurement accuracy using an instrumented gimbal. Gait Posture 34, 320-323.
Go to original source...
Go to PubMed...
- Brodie, M.A., Walmsley, A., Page, W., 2008. The static accuracy and calibration of inertial measurement units for 3D orientation. Comp. Method Biomech. 11, 641-648.
Go to original source...
Go to PubMed...
- Cheng, J.S., Lebow, R.L., Spooner, J., Schmidt, M.H., 2008. Rod derotation techniques for thoracolumbar spinal deformity. Neurosurgery 63, A149-A156.
Go to original source...
Go to PubMed...
- Choi, A., Joo, S.B., Oh, E., Mun, J.H., 2014. Kinematic evaluation of movement smoothness in golf: relationship between the normalized jerk cost of body joints and the clubhead. Biomed. Eng. Online 13, 20.
Go to original source...
Go to PubMed...
- Cidambi, K.R., Glaser, D.A., Bastrom, T.P., Nunn, T.N., Ono, T., Newton, P.O., 2012. Postoperative changes in spinal rod contour in adolescent idiopathic scoliosis: an in vivo deformation study. Spine 37, 1566-1572.
Go to original source...
Go to PubMed...
- Cooper, G., Sheret, I., McMillian, L., Siliverdis, K., Sha, N., Hodgins, D., Kenney, L., Howard, D., 2009. Inertial sensorbased knee flexion/extension angle estimation. J. Biomech. 42, 2678-2685.
Go to original source...
Go to PubMed...
- Craig, J.J., 2005. Introduction to Robotics: Mechanics and Control, third ed. Pearson/Prentice Hall, Upper Saddle River, NJ.
- Cui, G., Watanabe, K., Nishiwaki, Y., Hosogane, N., Tsuji, T., Ishii, K., Nakamura, M., Toyama, Y., Chiba, K., Matsumoto, M., 2012. Loss of apical vertebral derotation in adolescent idiopathic scoliosis: 2-year follow-up using multi-planar reconstruction computed tomography. Eur. Spine J. 21, 1111-1120.
Go to original source...
Go to PubMed...
- de Kleuver, M., Lewis, S.J., Germscheid, N.M., Kamper, S.J., Alanay, A., Berven, S.H., Cheung, K.M., Ito, M., Lenke, L.G., Polly, D.W., Qiu, Y., van Tulder, M., Shaffrey, C., 2014. Optimal surgical care for adolescent idiopathic scoliosis: an international consensus. Eur. Spine J. 23, 1-16.
Go to original source...
Go to PubMed...
- Favre, J., Luthi, F., Jolles, B.M., Siegrist, O., Najafi, B., Aminian, K., 2006. A new ambulatory system for comparative evaluation of the three-dimensional knee kinematics, applied to anterior cruciate ligament injuries. Knee Surg. Sport Traumatol. Arthrosc. 14, 592-604.
Go to original source...
Go to PubMed...
- Favre, J., Jolles, B.M., Aissaoui, R., Aminian, K., 2008. Ambulatory measurement of 3D knee joint angle. J. Biomech. 41, 1029-1035.
Go to original source...
Go to PubMed...
- Hwang, S.W., Samdani, A.F., Stanton, P., Marks, M.C., Bastrom, T., Newton, P.O., Betz, R.R., Cahill, P.J., 2013. Impact of pedicle screw fixation on loss of deformity correction in patients with adolescent idiopathic scoliosis. J. Pediatr. Orthop. 33, 377-382.
Go to original source...
Go to PubMed...
- Jakob, C., Kugler, P., Hebenstreit, F., Reinfelder, S., Jensen, U., Schuldhaus, D., Lochmann, M., Eskofier, B.M., 2013. Estimation of the knee flexion-extension angle during dynamic sport motions using body-worn inertial sensors. Bodynets 2013, 289-295.
Go to original source...
- Johnston, C.E., Richards, B.S., Sucato, D.J., Bridwell, K.H., Lenke, L.G., Erickson, M., 2011. Spinal Deformity Study Group. Correlation of preoperative deformity magnitude and pulmonary function tests in adolescent idiopathic scoliosis. Spine 36, 1096-1102.
Go to original source...
Go to PubMed...
- Joo, S.B., Oh, S.E., Sim, T., Kim, H., Choi, C.H., Koo, H., Mun, J.H., 2014. Prediction of gait speed from plantar pressure using artificial neural networks. Expert Syst. Appl. 41, 7398-7405.
Go to original source...
- Kim, H., Shin, S.H., Kim, J.K., Park, Y.J., Oh, H.S., Park, Y.B., 2013. Cervical coupling motion characteristics in healthy people using a wireless inertial measurement unit. Evid.-Based Complement. Alternat. Med. 2013, 570428.
Go to original source...
Go to PubMed...
- Kingma, I., de Looze, M.P., Toussaint, H.M., Klijnsma, H.G., Bruijnen, T., 1996. Validation of a full body 3-D dynamic linked segment model. Hum. Mov. Sci. 15, 833-860.
Go to original source...
- Lafon, Y., Lafage, V., Dubousset, J., Skalli, W., 2009. Intraoperative three-dimensional correction during rod rotation technique. Spine 34, 512-519.
Go to original source...
Go to PubMed...
- Lafon, Y., Steib, J.P., Skalli, W., 2010. Intraoperative three dimensional correction during in situ contouring surgery by using a numerical model. Spine 35, 453-459.
Go to original source...
Go to PubMed...
- Lam, T.P., Hung, V.W.Y., Yeung, H.Y., Tse, Y.K., Chu, W.C.W., Ng, B.K.W., Lee, K.M., Qin, L., Cheng, J.C.Y., 2011. Abnormal bone quality in adolescent idiopathic scoliosis: a case-control study on 635 subjects and 269 normal controls with bone densitometry and quantitative ultrasound. Spine 36, 1211-1217.
Go to original source...
Go to PubMed...
- Liu, K., Liu, T., Shibata, K., Inoue, Y., 2009. Ambulatory measurement and analysis of the lower limb 3D posture using wearable sensor system. IEEE. Int. Conf. Mech. 2009, 3065-3069.
Go to original source...
- Lou, E., Hill, D.L., Raso, J.V., Moreau, M.J., Mahood, J.K., 2002. Instrumented rod rotator system for spinal surgery. Med. Biol. Eng. Comp. 40, 376-379.
Go to original source...
Go to PubMed...
- Luinge, H.J., Veltink, P.H., Baten, C.T.M., 2007. Ambulatory measurement of arm orientation. J. Biomech. 40, 78-85.
Go to original source...
Go to PubMed...
- O'Donovan, K.J., Kamnik, R., O'Keeffe, D.T., Lyons, G.M., 2007. An inertial and magnetic sensor based technique for joint angle measurement. J. Biomech. 40, 2604-2611.
Go to original source...
Go to PubMed...
- Oh, S.E., Choi, A., Mun, J.H., 2013. Prediction of ground reaction forces during gait based on kinematics and a neural network model. J. Biomech. 46, 2372-2380.
Go to original source...
Go to PubMed...
- Qiu, Y., Zhu, F., Wang, B., Yu, Y., Zhu, Z., Qian, B., Sun, X., Ma, W., 2011. Comparison of surgical outcomes of lenke type 1 idiopathic scoliosis: vertebral coplanar alignment versus derotation technique. J. Spinal Disord. Tech. 24, 492-499.
Go to original source...
Go to PubMed...
- Sabatini, A.M., 2011. Estimating three-dimensional orientation of human body parts by inertial/magnetic sensing. Sensors 11, 1489-1525.
Go to original source...
Go to PubMed...
- Salmingo, R.A., Tadano, S., Abe, Y., Ito, M., 2013. Influence of implant rod curvature on sagittal correction of scoliosis deformity. Spine J. 14, 1432-1439.
Go to original source...
Go to PubMed...
- Schlösser, T.P.C., van der Heijden, G.J.M.G., Versteeg, A.L., Castelein, R.M., 2014. How 'idiopathic' is adolescent idiopathic scoliosis? A systematic review on associated abnormalities. PLOS ONE 9, e97461.
Go to original source...
Go to PubMed...
- Seel, T., Raisch, J., Schauer, T., 2014. IMU-based joint angle measurement for gait analysis. Sensors 14, 6891-6909.
Go to original source...
Go to PubMed...
- Serhan, H., Mhatre, D., Newton, P., Giorgio, P., Sturm, P., 2013. Would CoCr rods provide better correctional forces than stainless steel or titanium for rigid scoliosis curves? J. Spinal Disord. Tech. 26, E70-E74.
Go to original source...
Go to PubMed...
- Zhu, R., Zhou, Z., 2004. A real-time articulated human motion tracking using tri-axis inertial/magnetic sensors package. IEEE Trans. Neural Syst. Rehab. Eng. 12, 295-302.
Go to original source...
Go to PubMed...