Objective Evaluation of Cervical Dystonia Using an Inertial Sensor-Based System

被引:2
|
作者
Park, Jonghyun [1 ]
Yang, Kyung Yong [3 ]
Lee, Joonnyong [1 ]
Youn, Kibum [3 ]
Lee, Jehee [3 ]
Chung, Sun Gun [2 ]
Kim, Hee Chan [4 ]
Kim, Keewon [2 ,4 ]
机构
[1] Seoul Natl Univ, Interdisciplinary Program Bioengn, Grad Sch, Seoul, South Korea
[2] Seoul Natl Univ, Dept Rehabil Med, Coll Med, Seoul, South Korea
[3] Seoul Natl Univ, Sch Comp Sci & Engn, Seoul, South Korea
[4] Seoul Natl Univ, Dept Biomed Engn, Coll Med, Seoul, South Korea
基金
新加坡国家研究基金会;
关键词
Cervical dystonia; Inertial sensor; Objective evaluation; Euler angle; Axis-angle; Kinematics; RATING-SCALES; MOVEMENTS; RANGE;
D O I
10.1007/s40846-018-0400-3
中图分类号
R318 [生物医学工程];
学科分类号
0831 ;
摘要
Cervical dystonia (CD) is a chronic neurological movement disorder that causes involuntary neck muscle contractions, leading to abnormal movements or posture of the head. However, objective evaluation of severity of CD is lacking in the clinical practice. This study aimed to provide an objective evaluation of the severity of CD based on three-dimensional (3D) kinematics of the neck using wearable inertial sensors. Each inertial sensor was attached to the anterior chest and head of eight patients with idiopathic CD. The involuntary movements of neck were quantified by the rotation angle (RA) and magnitude of angular velocity (MAV) through axis-angle representation expressing 3D rotation. The characteristic posture of each patient was visualized. Four kinematic parameters, the mean and peak values of RA and MAV (Mean(angle), Peak(angle), Mean(vel), and Peak(vel)) were calculated and correlation between each parameter values and the Toronto Western Spasmodic Torticollis Rating Scale (TWSTRS) scores from all patients was analyzed to assess clinical validity. The test-retest reliability of the parameters was examined as well. Correlation coefficients of the Mean(angle) and Peak(angle) with TWSTRS were 0.28 and 0.69, respectively, whereas those of the Mean(vel) and Peak(vel) were 0.84 and 0.84, respectively. The MAV parameters showed a higher correlation with clinical severity than RA parameters. The intraclass correlation coefficients of the four parameters between the test-retest were more than 0.9. We conclude that objective evaluation of severity of CD based on kinematic parameters is clinically valid and has test-retest reliability.
引用
收藏
页码:305 / 314
页数:10
相关论文
共 50 条
  • [21] Vertical jumping biomechanical evaluation through the use of an inertial sensor-based technology
    Setuain, I.
    Martinikorena, J.
    Gonzalez-Izal, M.
    Martinez-Ramirez, A.
    Gomez, M.
    Alfaro-Adrian, J.
    Izquierdo, M.
    JOURNAL OF SPORTS SCIENCES, 2016, 34 (09) : 843 - 851
  • [22] Bradykinesia in Patients with Cervical Dystonia: Objective Assessment with Optical Sensor
    Kosutzka, Z.
    Gastanova, B.
    Matejicka, P.
    Kajan, S.
    Valkovic, P.
    Minar, M.
    MOVEMENT DISORDERS, 2023, 38 : S359 - S359
  • [23] Inertial sensor-based system for lameness detection in trotting dogs with induced lameness
    Rhodin, M.
    Bergh, A.
    Gustas, P.
    Alvarez, C. B. Gomez
    VETERINARY JOURNAL, 2017, 222 : 54 - 59
  • [24] MISSILE: A System of Mobile Inertial Sensor-Based Sensitive Indoor Location Eavesdropping
    Zheng, Huadi
    Hu, Haibo
    IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY, 2020, 15 : 3137 - 3151
  • [25] An Inertial Sensor-based System to Develop Motor Capacity in Children with Cerebral Palsy
    Qiao, Shuo
    Prabhakar, Anil
    Chandrachoodan, Nitin
    Jacob, Namita
    Vathsangam, Harshvardhan
    2013 35TH ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY (EMBC), 2013, : 6111 - 6114
  • [26] A Smart Sensor-Based Software System for Driver Evaluation
    Kumar, Ashok
    Mudhole, Sujana Shruthi
    Lemoine, Blake
    2010 IEEE INTERNATIONAL SYSTEMS CONFERENCE, 2010, : 472 - 477
  • [27] A smart sensor-based vision system: implementation and evaluation
    Elouardi, A
    Bouaziz, S
    Dupret, A
    Lacassagne, L
    Klein, JO
    Reynaud, R
    JOURNAL OF PHYSICS D-APPLIED PHYSICS, 2006, 39 (08) : 1694 - 1705
  • [28] Inertial sensor for objective evaluation of swimmer performance
    Daukantas, S.
    Marozas, V.
    Lukosevicius, A.
    BEC 2008: 2008 INTERNATIONAL BIENNIAL BALTIC ELECTRONICS CONFERENCE, PROCEEDINGS, 2008, : 321 - 324
  • [29] Inertial Sensor-Based Humanoid Joint State Estimation
    Rotella, Nicholas
    Mason, Sean
    Schaal, Stefan
    Righetti, Ludovic
    2016 IEEE INTERNATIONAL CONFERENCE ON ROBOTICS AND AUTOMATION (ICRA), 2016, : 1825 - 1831
  • [30] Inertial Sensor-Based Indoor Pedestrian Localization for IPhones
    Vy, Tuan D.
    Nguyen, Thu L. N.
    Shin, Yoan
    2019 10TH INTERNATIONAL CONFERENCE ON INFORMATION AND COMMUNICATION TECHNOLOGY CONVERGENCE (ICTC): ICT CONVERGENCE LEADING THE AUTONOMOUS FUTURE, 2019, : 200 - 203