Literature DB >> 31005763

Smartwatch for the analysis of rest tremor in patients with Parkinson's disease.

Roberto López-Blanco1, Miguel A Velasco2, Antonio Méndez-Guerrero3, Juan Pablo Romero4, María Dolores Del Castillo2, J Ignacio Serrano2, Eduardo Rocon2, Julián Benito-León5.   

Abstract

Wearable technology used in Parkinson's disease (PD) research has become an increasing focus of interest in this field. Our group assessed the feasibility, clinical correlation, reliability, and acceptance of smartwatches in order to quantify arm resting tremors in PD patients. An Android application on a smartwatch was used to obtain raw data from the smartwatch's gyroscopes. Twenty-two PD patients were consecutively recruited and followed for 1 year. Arm rest tremors were video filmed and scored by two independent raters using the motor subscale of the Unified Parkinson's Disease Rating Scale (UPDRS-III). The tremor intensity parameter was defined by the root mean square of the angular speed measured by the smartwatch at the wrist. Sixty-four smartwatch evaluations were completed. The Spearman coefficient among the mean of the resting tremor (UPDRS-III) scores and smartwatch measurements for tremor intensity was 0.81 (p < .001); smartwatch reliability to quantify tremors was checked by intraclass reliability coefficient with a resting tremor = 0.89, minimum detectable change = 59.03%. Good acceptance of the system was shown. Smartwatch use for PD tremor analysis is possible, reliable, well-correlated with clinical scores, and well-accepted by patients for clinical follow-up. The results from these experiments suggest that this commodity hardware has the potential to quantify PD patients' tremors objectively in a consulting-room.
Copyright © 2019 Elsevier B.V. All rights reserved.

Entities:  

Keywords:  Parkinson's disease; Smartphone; Smartwatch; Tremor quantification; Tremor transductor

Year:  2019        PMID: 31005763     DOI: 10.1016/j.jns.2019.04.011

Source DB:  PubMed          Journal:  J Neurol Sci        ISSN: 0022-510X            Impact factor:   3.181


  14 in total

1.  Are smartphones and machine learning enough to diagnose tremor?

Authors:  Arjun Balachandar; Musleh Algarni; Lais Oliveira; Luca Marsili; Aristide Merola; Andrea Sturchio; Alberto J Espay; William D Hutchison; Aniruddh Balasubramaniam; Frank Rudzicz; Alfonso Fasano
Journal:  J Neurol       Date:  2022-07-21       Impact factor: 6.682

2.  Wearable Sensors for Estimation of Parkinsonian Tremor Severity during Free Body Movements.

Authors:  Murtadha D Hssayeni; Joohi Jimenez-Shahed; Michelle A Burack; Behnaz Ghoraani
Journal:  Sensors (Basel)       Date:  2019-09-28       Impact factor: 3.576

3.  Automatic Resting Tremor Assessment in Parkinson's Disease Using Smartwatches and Multitask Convolutional Neural Networks.

Authors:  Luis Sigcha; Ignacio Pavón; Nélson Costa; Susana Costa; Miguel Gago; Pedro Arezes; Juan Manuel López; Guillermo De Arcas
Journal:  Sensors (Basel)       Date:  2021-01-04       Impact factor: 3.576

Review 4.  Wearable Biosensors: An Alternative and Practical Approach in Healthcare and Disease Monitoring.

Authors:  Atul Sharma; Mihaela Badea; Swapnil Tiwari; Jean Louis Marty
Journal:  Molecules       Date:  2021-02-01       Impact factor: 4.411

5.  Development and Validation of a New Wearable Mobile Device for the Automated Detection of Resting Tremor in Parkinson's Disease and Essential Tremor.

Authors:  Basilio Vescio; Rita Nisticò; Antonio Augimeri; Andrea Quattrone; Marianna Crasà; Aldo Quattrone
Journal:  Diagnostics (Basel)       Date:  2021-01-29

Review 6.  Digital Technology in Movement Disorders: Updates, Applications, and Challenges.

Authors:  Jamie L Adams; Karlo J Lizarraga; Emma M Waddell; Taylor L Myers; Stella Jensen-Roberts; Joseph S Modica; Ruth B Schneider
Journal:  Curr Neurol Neurosci Rep       Date:  2021-03-03       Impact factor: 6.030

7.  A-WEAR Bracelet for Detection of Hand Tremor and Bradykinesia in Parkinson's Patients.

Authors:  Asma Channa; Rares-Cristian Ifrim; Decebal Popescu; Nirvana Popescu
Journal:  Sensors (Basel)       Date:  2021-02-02       Impact factor: 3.576

8.  The Views and Needs of People With Parkinson Disease Regarding Wearable Devices for Disease Monitoring: Mixed Methods Exploration.

Authors:  Lorna Kenny; Kevin Moore; Clíona O' Riordan; Siobhan Fox; John Barton; Salvatore Tedesco; Marco Sica; Colum Crowe; Antti Alamäki; Joan Condell; Anna Nordström; Suzanne Timmons
Journal:  JMIR Form Res       Date:  2022-01-06

Review 9.  Wearable Devices for Assessment of Tremor.

Authors:  Basilio Vescio; Andrea Quattrone; Rita Nisticò; Marianna Crasà; Aldo Quattrone
Journal:  Front Neurol       Date:  2021-06-11       Impact factor: 4.003

10.  Wearable Solutions for Patients with Parkinson's Disease and Neurocognitive Disorder: A Systematic Review.

Authors:  Asma Channa; Nirvana Popescu; Vlad Ciobanu
Journal:  Sensors (Basel)       Date:  2020-05-09       Impact factor: 3.576

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