Literature DB >> 33322187

Wearable Inertial Sensors for Gait Analysis in Adults with Osteoarthritis-A Scoping Review.

Dylan Kobsar1, Zaryan Masood1, Heba Khan1, Noha Khalil1, Marium Yossri Kiwan1, Sarah Ridd2, Matthew Tobis1.   

Abstract

Our objective was to conduct a scoping review which summarizes the growing body of literature using wearable inertial sensors for gait analysis in lower limb osteoarthritis. We searched six databases using predetermined search terms which highlighted the broad areas of inertial sensors, gait, and osteoarthritis. Two authors independently conducted title and abstract reviews, followed by two authors independently completing full-text screenings. Study quality was also assessed by two independent raters and data were extracted by one reviewer in areas such as study design, osteoarthritis sample, protocols, and inertial sensor outcomes. A total of 72 articles were included, which studied the gait of 2159 adults with osteoarthritis (OA) using inertial sensors. The most common location of OA studied was the knee (n = 46), followed by the hip (n = 22), and the ankle (n = 7). The back (n = 41) and the shank (n = 40) were the most common placements for inertial sensors. The three most prevalent biomechanical outcomes studied were: mean spatiotemporal parameters (n = 45), segment or joint angles (n = 33), and linear acceleration magnitudes (n = 22). Our findings demonstrate exceptional growth in this field in the last 5 years. Nevertheless, there remains a need for more longitudinal study designs, patient-specific models, free-living assessments, and a push for "Code Reuse" to maximize the unique capabilities of these devices and ultimately improve how we diagnose and treat this debilitating disease.

Entities:  

Keywords:  biomechanics; gait; inertial sensors; osteoarthritis; review; walking; wearable technology

Mesh:

Year:  2020        PMID: 33322187      PMCID: PMC7763184          DOI: 10.3390/s20247143

Source DB:  PubMed          Journal:  Sensors (Basel)        ISSN: 1424-8220            Impact factor:   3.576


  104 in total

1.  Measures of knee and gait function and radiographic severity of knee osteoarthritis - A cross-sectional study.

Authors:  J E Naili; E W Broström; B Clausen; A Holsgaard-Larsen
Journal:  Gait Posture       Date:  2019-08-10       Impact factor: 2.840

2.  Discrimination of knee osteoarthritis patients from asymptomatic individuals based on pain sensitivity and knee vibroarthrographic recordings.

Authors:  Afshin Samani; Rasmus Elbæk Andersen; Lars Arendt-Nielsen; Pascal Madeleine
Journal:  Physiol Meas       Date:  2020-06-08       Impact factor: 2.833

3.  Kinematic changes in patients with severe knee osteoarthritis are a result of reduced walking speed rather than disease severity.

Authors:  Petros Ismailidis; Christian Egloff; Lea Hegglin; Geert Pagenstert; Rolf Kernen; Anke Eckardt; Thomas Ilchmann; Annegret Mündermann; Corina Nüesch
Journal:  Gait Posture       Date:  2020-05-16       Impact factor: 2.840

4.  Dynamic stability in the elderly: identifying a possible measure.

Authors:  H J Yack; R C Berger
Journal:  J Gerontol       Date:  1993-09

5.  Six-week gait retraining program reduces knee adduction moment, reduces pain, and improves function for individuals with medial compartment knee osteoarthritis.

Authors:  Pete B Shull; Amy Silder; Rebecca Shultz; Jason L Dragoo; Thor F Besier; Scott L Delp; Mark R Cutkosky
Journal:  J Orthop Res       Date:  2013-03-12       Impact factor: 3.494

6.  Gait assessment as a functional outcome measure in total knee arthroplasty: a cross-sectional study.

Authors:  Jeeshan Rahman; Quen Tang; Maureen Monda; Jonathan Miles; Ian McCarthy
Journal:  BMC Musculoskelet Disord       Date:  2015-03-22       Impact factor: 2.362

7.  Gait variability before surgery and at discharge in patients who undergo total knee arthroplasty: a cohort study.

Authors:  Yoshinori Hiyama; Tsuyoshi Asai; Osamu Wada; Hideto Maruno; Shingo Nitta; Kiyonori Mizuno; Yasunobu Iwasaki; Shuichi Okada
Journal:  PLoS One       Date:  2015-01-24       Impact factor: 3.240

8.  External knee adduction and flexion moments during gait and medial tibiofemoral disease progression in knee osteoarthritis.

Authors:  A H Chang; K C Moisio; J S Chmiel; F Eckstein; A Guermazi; P V Prasad; Y Zhang; O Almagor; L Belisle; K Hayes; L Sharma
Journal:  Osteoarthritis Cartilage       Date:  2015-02-10       Impact factor: 6.576

9.  Accelerometer and gyroscope based gait analysis using spectral analysis of patients with osteoarthritis of the knee.

Authors:  Wieland Staab; Ralf Hottowitz; Christian Sohns; Jan Martin Sohns; Fabian Gilbert; Jan Menke; Andree Niklas; Joachim Lotz
Journal:  J Phys Ther Sci       Date:  2014-07-30

10.  Systematic review or scoping review? Guidance for authors when choosing between a systematic or scoping review approach.

Authors:  Zachary Munn; Micah D J Peters; Cindy Stern; Catalin Tufanaru; Alexa McArthur; Edoardo Aromataris
Journal:  BMC Med Res Methodol       Date:  2018-11-19       Impact factor: 4.615

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  10 in total

1.  Comparison of kinematic parameters of children gait obtained by inverse and direct models.

Authors:  Jurgita Ziziene; Kristina Daunoraviciene; Giedre Juskeniene; Juozas Raistenskis
Journal:  PLoS One       Date:  2022-06-24       Impact factor: 3.752

Review 2.  Inertial Measurement Units and Application for Remote Health Care in Hip and Knee Osteoarthritis: Narrative Review.

Authors:  Michael J Rose; Kerry E Costello; Samantha Eigenbrot; Kaveh Torabian; Deepak Kumar
Journal:  JMIR Rehabil Assist Technol       Date:  2022-06-02

3.  Three-dimensional foot trajectory in female patients with end-stage hip osteoarthritis during walking.

Authors:  Yu Kiko; Taiki Ogata; Hirotaka Uchitomi; Masaaki Matsubara; Yoshihiro Miyake; Yoshiaki Wada
Journal:  Sci Rep       Date:  2022-06-14       Impact factor: 4.996

4.  Abnormal Gait Detection Using Wearable Hall-Effect Sensors.

Authors:  Courtney Chheng; Denise Wilson
Journal:  Sensors (Basel)       Date:  2021-02-09       Impact factor: 3.576

Review 5.  Applications of Wearable Technology in a Real-Life Setting in People with Knee Osteoarthritis: A Systematic Scoping Review.

Authors:  Tomasz Cudejko; Kate Button; Jake Willott; Mohammad Al-Amri
Journal:  J Clin Med       Date:  2021-11-30       Impact factor: 4.241

6.  Smart Eyeglasses: A Valid and Reliable Device to Assess Spatiotemporal Parameters during Gait.

Authors:  Justine Hellec; Frédéric Chorin; Andrea Castagnetti; Olivier Guérin; Serge S Colson
Journal:  Sensors (Basel)       Date:  2022-02-04       Impact factor: 3.576

Review 7.  Discovering Knee Osteoarthritis Imaging Features for Diagnosis and Prognosis: Review of Manual Imaging Grading and Machine Learning Approaches.

Authors:  Yun Xin Teoh; Khin Wee Lai; Juliana Usman; Siew Li Goh; Hamidreza Mohafez; Khairunnisa Hasikin; Pengjiang Qian; Yizhang Jiang; Yuanpeng Zhang; Samiappan Dhanalakshmi
Journal:  J Healthc Eng       Date:  2022-02-18       Impact factor: 2.682

8.  Movement Quality Parameters during Gait Assessed by a Single Accelerometer in Subjects with Osteoarthritis and Following Total Joint Arthroplasty.

Authors:  Jill Emmerzaal; Kristoff Corten; Rob van der Straaten; Liesbet De Baets; Sam Van Rossom; Annick Timmermans; Ilse Jonkers; Benedicte Vanwanseele
Journal:  Sensors (Basel)       Date:  2022-04-12       Impact factor: 3.847

9.  Objective monitoring of functional recovery after total knee and hip arthroplasty using sensor-derived gait measures.

Authors:  Ramon Boekesteijn; José Smolders; Vincent Busch; Noël Keijsers; Alexander Geurts; Katrijn Smulders
Journal:  PeerJ       Date:  2022-09-28       Impact factor: 3.061

10.  Predicting Knee Joint Kinematics from Wearable Sensor Data in People with Knee Osteoarthritis and Clinical Considerations for Future Machine Learning Models.

Authors:  Jay-Shian Tan; Sawitchaya Tippaya; Tara Binnie; Paul Davey; Kathryn Napier; J P Caneiro; Peter Kent; Anne Smith; Peter O'Sullivan; Amity Campbell
Journal:  Sensors (Basel)       Date:  2022-01-07       Impact factor: 3.576

  10 in total

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