An Inertial Measurement Unit-Based Wireless System for Shoulder Motion Assessment in Patients with Cervical Spinal Cord Injury: A Validation Pilot Study in a Clinical Setting
Residual motion of upper limbs in individuals who experienced cervical spinal cord injury (CSCI) is vital to achieve functional independence. Several interventions were developed to restore shoulder range of motion (ROM) in CSCI patients. However, shoulder ROM assessment in clinical practice is comm...
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doaj-af3e8e0a211f4bf6afb0bab26fdebc822021-02-05T00:02:19ZengMDPI AGSensors1424-82202021-02-01211057105710.3390/s21041057An Inertial Measurement Unit-Based Wireless System for Shoulder Motion Assessment in Patients with Cervical Spinal Cord Injury: A Validation Pilot Study in a Clinical SettingRiccardo Bravi0Stefano Caputo1Sara Jayousi2Alessio Martinelli3Lorenzo Biotti4Ilaria Nannini5Erez James Cohen6Eros Quarta7Stefano Grasso8Giacomo Lucchesi9Gabriele Righi10Giulio Del Popolo11Lorenzo Mucchi12Diego Minciacchi13Department of Experimental and Clinical Medicine, University of Florence, Largo Brambilla 3, 50134 Florence, ItalyDepartment of Information Engineering, University of Florence, via di S. Marta 3, 50139 Florence, ItalyDepartment of Information Engineering, University of Florence, via di S. Marta 3, 50139 Florence, ItalyDepartment of Information Engineering, University of Florence, via di S. Marta 3, 50139 Florence, ItalyDepartment of Information Engineering, University of Florence, via di S. Marta 3, 50139 Florence, ItalySpinal Unit, Azienda Ospedaliero-Universitaria Careggi, Largo Piero Palagi 1, 50139 Florence, ItalyDepartment of Experimental and Clinical Medicine, University of Florence, Largo Brambilla 3, 50134 Florence, ItalyDepartment of Experimental and Clinical Medicine, University of Florence, Largo Brambilla 3, 50134 Florence, ItalyDepartment of Experimental and Clinical Medicine, University of Florence, Largo Brambilla 3, 50134 Florence, ItalySpinal Unit, Azienda Ospedaliero-Universitaria Careggi, Largo Piero Palagi 1, 50139 Florence, ItalySpinal Unit, Azienda Ospedaliero-Universitaria Careggi, Largo Piero Palagi 1, 50139 Florence, ItalySpinal Unit, Azienda Ospedaliero-Universitaria Careggi, Largo Piero Palagi 1, 50139 Florence, ItalyDepartment of Information Engineering, University of Florence, via di S. Marta 3, 50139 Florence, ItalyDepartment of Experimental and Clinical Medicine, University of Florence, Largo Brambilla 3, 50134 Florence, ItalyResidual motion of upper limbs in individuals who experienced cervical spinal cord injury (CSCI) is vital to achieve functional independence. Several interventions were developed to restore shoulder range of motion (ROM) in CSCI patients. However, shoulder ROM assessment in clinical practice is commonly limited to use of a simple goniometer. Conventional goniometric measurements are operator-dependent and require significant time and effort. Therefore, innovative technology for supporting medical personnel in objectively and reliably measuring the efficacy of treatments for shoulder ROM in CSCI patients would be extremely desirable. This study evaluated the validity of a customized wireless wearable sensors (Inertial Measurement Units—IMUs) system for shoulder ROM assessment in CSCI patients in clinical setting. Eight CSCI patients and eight healthy controls performed four shoulder movements (forward flexion, abduction, and internal and external rotation) with dominant arm. Every movement was evaluated with a goniometer by different testers and with the IMU system at the same time. Validity was evaluated by comparing IMUs and goniometer measurements using Intraclass Correlation Coefficient (ICC) and Limits of Agreement (LOA). inter-tester reliability of IMUs and goniometer measurements was also investigated. Preliminary results provide essential information on the accuracy of the proposed wireless wearable sensors system in acquiring objective measurements of the shoulder movements in CSCI patients.https://www.mdpi.com/1424-8220/21/4/1057inertial measurement unitwireless sensors networkmotion trackingkinematicsrange of motionshoulder |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Riccardo Bravi Stefano Caputo Sara Jayousi Alessio Martinelli Lorenzo Biotti Ilaria Nannini Erez James Cohen Eros Quarta Stefano Grasso Giacomo Lucchesi Gabriele Righi Giulio Del Popolo Lorenzo Mucchi Diego Minciacchi |
spellingShingle |
Riccardo Bravi Stefano Caputo Sara Jayousi Alessio Martinelli Lorenzo Biotti Ilaria Nannini Erez James Cohen Eros Quarta Stefano Grasso Giacomo Lucchesi Gabriele Righi Giulio Del Popolo Lorenzo Mucchi Diego Minciacchi An Inertial Measurement Unit-Based Wireless System for Shoulder Motion Assessment in Patients with Cervical Spinal Cord Injury: A Validation Pilot Study in a Clinical Setting Sensors inertial measurement unit wireless sensors network motion tracking kinematics range of motion shoulder |
author_facet |
Riccardo Bravi Stefano Caputo Sara Jayousi Alessio Martinelli Lorenzo Biotti Ilaria Nannini Erez James Cohen Eros Quarta Stefano Grasso Giacomo Lucchesi Gabriele Righi Giulio Del Popolo Lorenzo Mucchi Diego Minciacchi |
author_sort |
Riccardo Bravi |
title |
An Inertial Measurement Unit-Based Wireless System for Shoulder Motion Assessment in Patients with Cervical Spinal Cord Injury: A Validation Pilot Study in a Clinical Setting |
title_short |
An Inertial Measurement Unit-Based Wireless System for Shoulder Motion Assessment in Patients with Cervical Spinal Cord Injury: A Validation Pilot Study in a Clinical Setting |
title_full |
An Inertial Measurement Unit-Based Wireless System for Shoulder Motion Assessment in Patients with Cervical Spinal Cord Injury: A Validation Pilot Study in a Clinical Setting |
title_fullStr |
An Inertial Measurement Unit-Based Wireless System for Shoulder Motion Assessment in Patients with Cervical Spinal Cord Injury: A Validation Pilot Study in a Clinical Setting |
title_full_unstemmed |
An Inertial Measurement Unit-Based Wireless System for Shoulder Motion Assessment in Patients with Cervical Spinal Cord Injury: A Validation Pilot Study in a Clinical Setting |
title_sort |
inertial measurement unit-based wireless system for shoulder motion assessment in patients with cervical spinal cord injury: a validation pilot study in a clinical setting |
publisher |
MDPI AG |
series |
Sensors |
issn |
1424-8220 |
publishDate |
2021-02-01 |
description |
Residual motion of upper limbs in individuals who experienced cervical spinal cord injury (CSCI) is vital to achieve functional independence. Several interventions were developed to restore shoulder range of motion (ROM) in CSCI patients. However, shoulder ROM assessment in clinical practice is commonly limited to use of a simple goniometer. Conventional goniometric measurements are operator-dependent and require significant time and effort. Therefore, innovative technology for supporting medical personnel in objectively and reliably measuring the efficacy of treatments for shoulder ROM in CSCI patients would be extremely desirable. This study evaluated the validity of a customized wireless wearable sensors (Inertial Measurement Units—IMUs) system for shoulder ROM assessment in CSCI patients in clinical setting. Eight CSCI patients and eight healthy controls performed four shoulder movements (forward flexion, abduction, and internal and external rotation) with dominant arm. Every movement was evaluated with a goniometer by different testers and with the IMU system at the same time. Validity was evaluated by comparing IMUs and goniometer measurements using Intraclass Correlation Coefficient (ICC) and Limits of Agreement (LOA). inter-tester reliability of IMUs and goniometer measurements was also investigated. Preliminary results provide essential information on the accuracy of the proposed wireless wearable sensors system in acquiring objective measurements of the shoulder movements in CSCI patients. |
topic |
inertial measurement unit wireless sensors network motion tracking kinematics range of motion shoulder |
url |
https://www.mdpi.com/1424-8220/21/4/1057 |
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