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Open AccessArticle

Feasibility of a Secure Wireless Sensing Smartwatch Application for the Self-Management of Pediatric Asthma

1
Department of Computer Science, University of California Los Angeles, 4732 Boelter Hall, Los Angeles, CA 90095, USA
2
Department of Electrical Engineering, University of California Los Angeles, 56-125B Engineering IV Building, 420 Westwood Plaza, Los Angeles, CA 90095, USA
3
Department of Radiological Sciences, University of California Los Angeles, 924 Westwood Blvd., Suite 420, Los Angeles, CA 90024, USA
*
Author to whom correspondence should be addressed.
Sensors 2017, 17(8), 1780; https://doi.org/10.3390/s17081780
Received: 6 July 2017 / Revised: 31 July 2017 / Accepted: 1 August 2017 / Published: 3 August 2017
(This article belongs to the Special Issue Sensors for Health Monitoring and Disease Diagnosis)
To address the need for asthma self-management in pediatrics, the authors present the feasibility of a mobile health (mHealth) platform built on their prior work in an asthmatic adult and child. Real-time asthma attack risk was assessed through physiological and environmental sensors. Data were sent to a cloud via a smartwatch application (app) using Health Insurance Portability and Accountability Act (HIPAA)-compliant cryptography and combined with online source data. A risk level (high, medium or low) was determined using a random forest classifier and then sent to the app to be visualized as animated dragon graphics for easy interpretation by children. The feasibility of the system was first tested on an adult with moderate asthma, then usability was examined on a child with mild asthma over several weeks. It was found during feasibility testing that the system is able to assess asthma risk with 80.10 ± 14.13% accuracy. During usability testing, it was able to continuously collect sensor data, and the child was able to wear, easily understand and enjoy the use of the system. If tested in more individuals, this system may lead to an effective self-management program that can reduce hospitalization in those who suffer from asthma. View Full-Text
Keywords: wireless health systems; mobile health; smartwatch; pediatric asthma; HIPAA compliant security wireless health systems; mobile health; smartwatch; pediatric asthma; HIPAA compliant security
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MDPI and ACS Style

Hosseini, A.; Buonocore, C.M.; Hashemzadeh, S.; Hojaiji, H.; Kalantarian, H.; Sideris, C.; Bui, A.A.T.; King, C.E.; Sarrafzadeh, M. Feasibility of a Secure Wireless Sensing Smartwatch Application for the Self-Management of Pediatric Asthma. Sensors 2017, 17, 1780. https://doi.org/10.3390/s17081780

AMA Style

Hosseini A, Buonocore CM, Hashemzadeh S, Hojaiji H, Kalantarian H, Sideris C, Bui AAT, King CE, Sarrafzadeh M. Feasibility of a Secure Wireless Sensing Smartwatch Application for the Self-Management of Pediatric Asthma. Sensors. 2017; 17(8):1780. https://doi.org/10.3390/s17081780

Chicago/Turabian Style

Hosseini, Anahita; Buonocore, Chris M.; Hashemzadeh, Sepideh; Hojaiji, Hannaneh; Kalantarian, Haik; Sideris, Costas; Bui, Alex A.T.; King, Christine E.; Sarrafzadeh, Majid. 2017. "Feasibility of a Secure Wireless Sensing Smartwatch Application for the Self-Management of Pediatric Asthma" Sensors 17, no. 8: 1780. https://doi.org/10.3390/s17081780

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