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Kim KJ, Gimmon Y, Millar J, Schubert MC. Using Inertial Sensors to Quantify Postural Sway and Gait Performance during the Tandem Walking Test. SENSORS 2019; 19:s19040751. [PMID: 30781740 PMCID: PMC6413099 DOI: 10.3390/s19040751] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 12/07/2018] [Revised: 01/29/2019] [Accepted: 02/11/2019] [Indexed: 12/16/2022]
Abstract
Vestibular dysfunction typically manifests as postural instability and gait irregularities, in part due to inaccuracies in processing spatial afference. In this study, we have instrumented the tandem walking test with multiple inertial sensors to easily and precisely investigate novel variables that can distinguish abnormal postural and gait control in patients with unilateral vestibular hypofunction. Ten healthy adults and five patients with unilateral vestibular hypofunction were assessed with the tandem walking test during eyes open and eyes closed conditions. Each subject donned five inertial sensors on the upper body (head, trunk, and pelvis) and lower body (each lateral malleolus). Our results indicate that measuring the degree of balance and gait regularity using five body-worn inertial sensors during the tandem walking test provides a novel quantification of movement that identifies abnormalities in patients with vestibular impairment.
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Affiliation(s)
- Kyoung Jae Kim
- Department of Physical Therapy, University of Miami Miller School of Medicine, Coral Gables, FL 33146, USA.
- Neil Spielholz Functional Outcomes Research & Evaluation Center, University of Miami, Coral Gables, FL 33146, USA.
| | - Yoav Gimmon
- Department of Otolaryngology Head and Neck Surgery, Laboratory of Vestibular Neuroadaptation, Johns Hopkins University School of Medicine, Baltimore, MD 21287, USA.
| | - Jennifer Millar
- Department of Physical Medicine and Rehabilitation, Johns Hopkins University School of Medicine, Baltimore, MD 21287, USA.
| | - Michael C Schubert
- Department of Otolaryngology Head and Neck Surgery, Laboratory of Vestibular Neuroadaptation, Johns Hopkins University School of Medicine, Baltimore, MD 21287, USA.
- Department of Physical Medicine and Rehabilitation, Johns Hopkins University School of Medicine, Baltimore, MD 21287, USA.
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Kim KJ, Agrawal V, Bennett C, Gaunaurd I, Feigenbaum L, Gailey R. Measurement of lower limb segmental excursion using inertial sensors during single limb stance. J Biomech 2018; 71:151-158. [PMID: 29482927 DOI: 10.1016/j.jbiomech.2018.01.042] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/06/2017] [Revised: 01/03/2018] [Accepted: 01/31/2018] [Indexed: 10/18/2022]
Abstract
Advances in wearable technology have afforded health scientists and clinicians the ability to quantify clinically meaningful kinematic data with performance-based outcome measures in a variety of environments. However, no method for assessing segmental excursion of the lower limb during single limb stance (SLS) with wearable technology has been described in the literature nor has its clinical meaning been explored. This study introduces a clinically friendly measure to quantify lower limb segmental excursion during SLS with inertial measurement units (IMUs) which called the region of limb stability (ROLS). The purpose of this study was to determine the concurrent validity of an IMU-based system versus an optical motion capture system and to determine the effects of knee injury on the ROLS value. Excursion areas of five healthy adults were calculated with the IMU-based system and data were compared with an optical motion capture system. There were high correlations (0.82-0.93) and no significant difference (p > 0.05) in the tested parameters between the optical- and IMU-based systems. The IMU-based method was also implemented in five Division I athletes with knee injuries to determine changes in ROLS due to the injury. The ROLS Symmetry Index value offered a higher sensitivity and specificity to assess the presence of knee impairment than the sacral IMU. Quantified lower limb segmental excursion via IMUs can make better and more precise return-to-sport decisions that would decrease the risk of re-injury.
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Affiliation(s)
- Kyoung Jae Kim
- Department of Physical Therapy, University of Miami Miller School of Medicine, Coral Gables, FL, USA; Neil Spielholz Functional Outcomes Research & Evaluation Center, University of Miami, Coral Gables, FL, USA
| | - Vibhor Agrawal
- Department of Physical Therapy, University of Miami Miller School of Medicine, Coral Gables, FL, USA; Neil Spielholz Functional Outcomes Research & Evaluation Center, University of Miami, Coral Gables, FL, USA
| | - Christopher Bennett
- Music Engineering Technology Program, University of Miami Frost School of Music, Coral Gables, FL, USA; Neil Spielholz Functional Outcomes Research & Evaluation Center, University of Miami, Coral Gables, FL, USA
| | - Ignacio Gaunaurd
- Department of Physical Therapy, University of Miami Miller School of Medicine, Coral Gables, FL, USA; Neil Spielholz Functional Outcomes Research & Evaluation Center, University of Miami, Coral Gables, FL, USA
| | - Luis Feigenbaum
- Department of Physical Therapy, University of Miami Miller School of Medicine, Coral Gables, FL, USA
| | - Robert Gailey
- Department of Physical Therapy, University of Miami Miller School of Medicine, Coral Gables, FL, USA; Neil Spielholz Functional Outcomes Research & Evaluation Center, University of Miami, Coral Gables, FL, USA.
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Allseits E, Lučarević J, Gailey R, Agrawal V, Gaunaurd I, Bennett C. The development and concurrent validity of a real-time algorithm for temporal gait analysis using inertial measurement units. J Biomech 2017; 55:27-33. [DOI: 10.1016/j.jbiomech.2017.02.016] [Citation(s) in RCA: 41] [Impact Index Per Article: 5.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/21/2016] [Revised: 02/08/2017] [Accepted: 02/11/2017] [Indexed: 11/28/2022]
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