Validity of an inertial measurement system to measure lower-limb kinematics in patients with hip and knee pathology

被引:0
|
作者
Wang, Junqing [1 ,2 ,3 ,4 ]
Xu, Fashu [1 ,3 ,4 ]
Zhang, Hui [1 ,3 ]
Wang, Biao [1 ,3 ]
Deng, Tao [5 ]
Zhou, Zongke [1 ,2 ]
Li, Kang [1 ,3 ]
Nie, Yong [1 ,2 ]
机构
[1] Sichuan Univ, Dept Orthoped Surg, Chengdu, Sichuan, Peoples R China
[2] Sichuan Univ, West China Hosp, Orthoped Res Inst, Chengdu, Sichuan, Peoples R China
[3] Sichuan Univ, West China Hosp, West China Biomed Big Data Ctr, Chengdu, Sichuan, Peoples R China
[4] Chinese Acad Sci, Shenyang Inst Automat, State Key Lab Robot, Shenyang, Liaoning, Peoples R China
[5] Sichuan Univ, Sch Mech Engn, Chengdu, Sichuan, Peoples R China
关键词
Inertial measurement units; Optical motion capture; Joint angles; Validation; Orthopedic joint diseases; GAIT; OSTEOARTHRITIS; ALIGNMENT; JOINTS; VARUS; ANKLE;
D O I
10.1016/j.jbiomech.2024.112446
中图分类号
Q6 [生物物理学];
学科分类号
071011 ;
摘要
Gait analysis for patients with orthopedic joint diseases is crucial to understand their functional status. Inertial measurement unit (IMU) systems, as alternatives to optical motion capture (OMC) systems, enable gait analysis outside the laboratory. However, their accuracy requires validated before widespread clinical use. Therefore, this study evaluated the validity of the Xsens IMU system for lower-limb joint angle measurements during walking in patients with hip and knee pathology and compared the error metrics among patients with hip pathology, patients with knee pathology and healthy controls. We used OMC system and Xsens IMU systems to simultaneously collect lower-limb kinematic data of 130 patients with knee pathology, 110 patients with hip pathology and 25 healthy individuals during walking at self-selected speed. Validity was assessed using root mean square error (RMSE), amplitude difference and coefficient of determination (R2). The RMSEs for the patient groups ranged from 2.5 degrees to 8.8 degrees, with half of the joint angles showing acceptable accuracy and the rest tolerable accuracy. The joint angles measured by both systems were more consistent in the sagittal plane (R2: 0.62-0.96), with lower consistency in the frontal and transverse planes (R2: 0.44-0.63). Compared to the control group, both patient groups had higher RMSEs and lower R2 across most joint angles. Our results suggest that the Xsens IMU system offers highly comparable sagittal plane kinematic waveforms in patients with hip and knee pathology. Caution should be taken when interpreting the frontal and transverse plane kinematics and assessing patients with severe joint deformities.
引用
收藏
页数:8
相关论文
共 50 条
  • [21] Hip and knee replacement as a proxy measure for lower limb osteoarthritis in Scottish military veterans
    Bergman, Beverly P.
    Mackay, D. F.
    Pell, J. P.
    BMJ MILITARY HEALTH, 2023, 169 (04) : 321 - 326
  • [22] THE INCIDENCE OF KNEE-LIGAMENT INJURIES IN 105 PATIENTS WITH LOWER-LIMB FRACTURES
    LAKSHMAN, K
    SCOTLAND, TR
    JOURNAL OF BONE AND JOINT SURGERY-BRITISH VOLUME, 1985, 67 (01): : 151 - 151
  • [23] Accuracy and Validity of a Single Inertial Measurement Unit-Based System to Determine Upper Limb Kinematics for Medically Underserved Populations
    Hughes, Charmayne Mary Lee
    Tran, Bao
    Modan, Amir
    Zhang, Xiaorong
    FRONTIERS IN BIOENGINEERING AND BIOTECHNOLOGY, 2022, 10
  • [24] VALIDITY OF THE TRANSFER-FUNCTION MODEL OF THE HUMAN ARTERIAL SYSTEM OF THE LOWER-LIMB IN MAN
    LAW, YF
    GRAHAM, JC
    COTTON, LT
    ROBERTS, VC
    MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING, 1984, 22 (06) : 537 - 542
  • [25] A New Diagnosis Tool for Knee Osteoarthritis Based on Lower-limb Kinematics Model Combined With Muscle Activity Analysis
    Wang, Z. S.
    Chen, W. M.
    Wang, D. J.
    BASIC & CLINICAL PHARMACOLOGY & TOXICOLOGY, 2020, 126 : 14 - 15
  • [26] A Novel Reconfigurable Gravity Balancer for Lower-Limb Rehabilitation With Switchable Hip/Knee-Only Exercise
    Tseng, Tzu-Yu
    Lin, Yi-Jia
    Hsu, Wei-Chun
    Lin, Li-Fong
    Kuo, Chin-Hsing
    JOURNAL OF MECHANISMS AND ROBOTICS-TRANSACTIONS OF THE ASME, 2017, 9 (04):
  • [27] Reliability, validity, and responsiveness of the lower extremity measure for patients with a hip fracture
    Jaglal, S
    Lakhani, Z
    Schatzker, J
    JOURNAL OF BONE AND JOINT SURGERY-AMERICAN VOLUME, 2000, 82A (07): : 955 - 962
  • [28] Acquisition of Lower-Limb Motion Characteristics with a Single Inertial Measurement Unit-Validation for Use in Physiotherapy
    Mitternacht, Juergen
    Hermann, Aljoscha
    Carqueville, Patrick
    DIAGNOSTICS, 2022, 12 (07)
  • [29] Inertial Measuring System to Evaluate Gait Parameters and Dynamic Alignments for Lower-Limb Amputation Subjects
    Han, Shao-Li
    Cai, Meng-Lin
    Pan, Min-Chun
    SENSORS, 2024, 24 (05)
  • [30] Axial lower-limb alignment: Comparison of knee geometry in normal volunteers and osteoarthritis patients
    Cooke, D
    Scudamore, A
    Li, J
    Wyss, U
    Bryant, T
    Costigan, P
    OSTEOARTHRITIS AND CARTILAGE, 1997, 5 (01) : 39 - 47