ROAMM: A software infrastructure for real-time monitoring of personal health

Sanjay Nair, Matin Kheirkhahan, Anis Davoudi, Parisa Rashidi, Amal Wanigatunga, Duane B. Corbett, Todd M. Manini, Sanjay Ranka

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

Mobile health (mHealth) based on smartphone and smartwatch technology is changing the landscape for how patients and research participants communicate about their health in real time. Flexible control of the different interconnected and frequently communicating mobile devices can provide a rich set of health care applications that can adapt dynamically to their environment. In this paper, we propose a real-time online activity and mobility monitoring (ROAMM) framework consisting of a smart-watch application for data collection, a server for data storage and retrieval as well as online monitoring and administrative tasks. We evaluated this framework to collect actigraphy data on the wrist and used it for feature detection and classification of different tasks of daily living conducted by participants. The information retrieved from the smartwatches yielded high accuracy for sedentary behavior prediction (accuracy = 97.44%) and acceptable performance for activity intensity level estimation (rMSE = 0.67 and R2 = 0.52).

Original languageEnglish (US)
Title of host publication2016 IEEE 18th International Conference on e-Health Networking, Applications and Services, Healthcom 2016
PublisherInstitute of Electrical and Electronics Engineers Inc.
ISBN (Electronic)9781509033706
DOIs
Publication statusPublished - Nov 18 2016
Externally publishedYes
Event18th IEEE International Conference on e-Health Networking, Applications and Services, Healthcom 2016 - Munich, Germany
Duration: Sep 14 2016Sep 17 2016

Publication series

Name2016 IEEE 18th International Conference on e-Health Networking, Applications and Services, Healthcom 2016

Conference

Conference18th IEEE International Conference on e-Health Networking, Applications and Services, Healthcom 2016
CountryGermany
CityMunich
Period9/14/169/17/16

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ASJC Scopus subject areas

  • Computer Science Applications
  • Computer Networks and Communications
  • Health(social science)
  • Health Informatics

Cite this

Nair, S., Kheirkhahan, M., Davoudi, A., Rashidi, P., Wanigatunga, A., Corbett, D. B., ... Ranka, S. (2016). ROAMM: A software infrastructure for real-time monitoring of personal health. In 2016 IEEE 18th International Conference on e-Health Networking, Applications and Services, Healthcom 2016 [7749479] (2016 IEEE 18th International Conference on e-Health Networking, Applications and Services, Healthcom 2016). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/HealthCom.2016.7749479