Related Experiment Video

Updated: May 24, 2025

Home-Based Monitor for Gait and Activity Analysis
07:24

Home-Based Monitor for Gait and Activity Analysis

Published on: August 8, 2019

6.7K

Wearable Sensors for Cardiovascular Assessment of Manual Wheelchair Users

Maja Gorsic, Grace Fasipe, Jacob R Rammer

    Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference
    |March 5, 2025
    PubMed

    Abstract:

    The cardiovascular health of manual wheelchair users impacts their quality of life and function. A commonly used method to assess cardiovascular fitness and functional independence of manual wheelchair users is the 6-Minute Push Test. While it is a simple, no-cost, easy-to-implement test, it provides minimal data and can be subject to errors in counting laps, measuring distance, and reporting data. This study introduces the utilization of inertial measurement units and a wristwatch heart rate monitor to address those errors and gather more comprehensive physiological and movement data from the 6-Minute Push Test. Five manual wheelchair users performed the test while wearing a wristwatch and one inertial sensor on their dominant wrist while another sensor was mounted on their wheelchair. Observer-obtained distance was reported, and distance traveled, speed, propulsion cycles, and heart rate were calculated from the recorded sensor data. The results demonstrate that observer error is common and inertial data is more reliable in providing objective data for distance traveled. Furthermore, using inertial measurement units and heart rate monitors can improve the quantification of the cardiovascular fitness assessment and provide valuable insights for clinicians to help them with health evaluations, personalized interventions, and rehabilitation programs for wheelchair users. Future testing is needed on a larger population to explore the robustness of the method. Moreover, future integration with a phone application could allow for the method to be more accessible to everyone.

    More Related Videos

    Evaluation of Commercial-Off-The-Shelf Wrist Wearables to Estimate Stress on Students
    12:51

    Evaluation of Commercial-Off-The-Shelf Wrist Wearables to Estimate Stress on Students

    Published on: June 16, 2018

    7.4K
    A Novel Digital Platform for a Monitored Home-based Cardiac Rehabilitation Program
    04:24

    A Novel Digital Platform for a Monitored Home-based Cardiac Rehabilitation Program

    Published on: April 19, 2019

    11.5K

    Related Experiment Videos

    Last Updated: May 24, 2025

    Home-Based Monitor for Gait and Activity Analysis
    07:24

    Home-Based Monitor for Gait and Activity Analysis

    Published on: August 8, 2019

    6.7K
    Evaluation of Commercial-Off-The-Shelf Wrist Wearables to Estimate Stress on Students
    12:51

    Evaluation of Commercial-Off-The-Shelf Wrist Wearables to Estimate Stress on Students

    Published on: June 16, 2018

    7.4K
    A Novel Digital Platform for a Monitored Home-based Cardiac Rehabilitation Program
    04:24

    A Novel Digital Platform for a Monitored Home-based Cardiac Rehabilitation Program

    Published on: April 19, 2019

    11.5K

    Related Concept Videos

    Equipments Used To Measure Blood Pressure01:30

    Equipments Used To Measure Blood Pressure

    786
    Direct Method
    This invasive approach involves cannulating a peripheral artery. During each cardiac contraction, pressure generates mechanical motion within the catheter, transmitted through rigid, fluid-filled tubing to a transducer. This transducer converts mechanical motion into electrical signals displayed as waveforms on a monitor. An automatic flushing system prevents blood backflow. Due to the potential risk of unexpected arterial blood loss, this method is primarily used in intensive...
    786

    Articles linked to this work by shared authors, journal, and citation graph.

    Estimating the valence and arousal of dyadic conversations using autonomic nervous system responses and regression algorithms.

    Frontiers in neuroergonomics·2025

    3D Gait Analysis of Children Treated for Idiopathic Congenital Talipes Equinovarus After Completion of Ponseti Treatment.

    Indian journal of orthopaedics·2025

    Assessing the Impact of Loading on Mobility and Physical Exertion of Manual Wheelchair Users Using Wearable Sensors.

    IEEE ... International Conference on Rehabilitation Robotics : [proceedings]·2025

    Cardiovascular Assessment of Manual Wheelchair Users with 6-Minute Push Test: VO2 Formula.

    IEEE ... International Conference on Rehabilitation Robotics : [proceedings]·2025

    A Practical Cardiovascular Health Assessment for Manual Wheelchair Users During the 6-Minute Push Test.

    Sensors (Basel, Switzerland)·2025

    Regression of Multiple Conversation Aspects using Dyadic Physiological Measurements.

    Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference·2025

    Analysis of End-Tidal CO2 Variability During Plateau Waves Episodes: An Information Theoretic Approach.

    Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference·2025

    AI and Tomosynthesis for Breast Cancer Molecular Subtyping: A step toward precision medicine.

    Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference·2025

    Towards Sustainable Protein Recovery from Biological Waste: Assessing Polyethersulfone-based Microfiltration.

    Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference·2025

    Analysis of the cardiovascular response to standardized polymicrobial peritonitis experimental model.

    Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference·2025

    Automated Wrist Ultrasound Image Bone Enhancement and Segmentation Using Deep Learning.

    Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference·2025

    A Deep Learning approach for Depressive Symptoms assessment in Parkinson's disease patients using facial videos.

    Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference·2025

    Statins Use in Veterans With Peripheral Artery Disease: Insights From the PEARLS Study.

    Circulation. Population health and outcomes·2026

    Effects of cinnamon supplementation combined with exercise training on anthropometric indices and reproductive hormones in overweight and obese women.

    Journal of the International Society of Sports Nutrition·2026

    The Role of Home-Based Exercise in the Management of Peripheral Artery Disease.

    Current treatment options in cardiovascular medicine·2026

    Physical recovery modalities in competitive and elite endurance athletes: a systematic review and network meta-analysis finding limited evidence of benefit over passive recovery.

    Frontiers in sports and active living·2026

    Prevalence of ACL Injury Prevention Protocols in Girls' High School Athletics: A Metro Detroit Survey Study With Socioeconomic Analysis.

    Orthopaedic journal of sports medicine·2026

    Effects of high-intensity interval training on cardiorespiratory fitness in adolescents with overweight or obesity: a systematic review and dose-response meta-analysis.

    Frontiers in physiology·2026
    See all related articles
    JoVE
    x logofacebook logolinkedin logoyoutube logo
    ABOUT JoVE
    OverviewLeadershipBlogJoVE Help Center
    AUTHORS
    Publishing ProcessEditorial BoardScope & PoliciesPeer ReviewFAQSubmit
    LIBRARIANS
    TestimonialsSubscriptionsAccessResourcesLibrary Advisory BoardFAQ
    RESEARCH
    JoVE JournalMethods CollectionsJoVE Encyclopedia of ExperimentsArchive
    EDUCATION
    JoVE CoreJoVE BusinessJoVE Science EducationJoVE Lab ManualFaculty Resource CenterFaculty Site
    Terms & Conditions of Use
    Privacy Policy
    Policies
    Jove
    Visualize
    Contact Us