Knowledge-Driven Personalized Contextual mHealth Service for Asthma Management in Children

Pramod Anantharam; Tanvi Banerjee; Amit Sheth; Krishnaprasad Thirunarayan; Surendra Marupudi; Vaikunth Sridharan; Shalini G. Forbis

doi:10.1109/MobServ.2015.48

Knowledge-Driven Personalized Contextual mHealth Service for Asthma Management in Children

Pramod Anantharam, Tanvi Banerjee, Amit Sheth, Krishnaprasad Thirunarayan, Surendra Marupudi, Vaikunth Sridharan, Shalini G. Forbis

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Abstract

Wide adoption of smartphones and availability of low-cost sensors has resulted in seamless and continuous monitoring of physiology, environment, and public health notifications. However, personalized digital health and patient empowerment can become a reality only if the complex multisensory and multimodal data is processed within the patient context. Contextual processing of patient data along with personalized medical knowledge can lead to actionable information for better and timely decisions. We present a system called kHealth capable of aggregating multisensory and multimodal data from sensors (passive sensing) and answers to questionnaire (active sensing) from patients with asthma. We present our preliminary data analysis comprising data collected from real patients highlighting the challenges in deploying such an application. The results show strong promise to derive actionable information using a combination of physiological indicators from active and passive sensors that can help doctors determine more precisely the cause, severity, and control level of asthma. Information synthesized from kHealth can be used to alert patients and caregivers for seeking timely clinical assistance to better manage asthma and improve their quality of life.

Original language	English
Title of host publication	2015 IEEE International Conference on Mobile Services
Editors	Jia Zhang, Onur Altintas
Publisher	Institute of Electrical and Electronics Engineers Inc.
Pages	284-291
Number of pages	8
ISBN (Electronic)	978-1-4673-7284-8, 978-1-4673-7283-1
DOIs	https://doi.org/10.1109/MobServ.2015.48
State	Published - Aug 26 2015
Event	3rd IEEE International Conference on Mobile Services, MS 2015 - New York, United States Duration: Jun 27 2015 → Jul 2 2015

Conference

Conference	3rd IEEE International Conference on Mobile Services, MS 2015
Country/Territory	United States
City	New York
Period	6/27/15 → 7/2/15

ASJC Scopus Subject Areas

Communication
Computer Networks and Communications

Keywords

Asthma Management
Contextualization
Knowledge-enabled healthcare
Multimodal Sensors
Personalization

Disciplines

Family Medicine

Access to Document

10.1109/MobServ.2015.48

Cite this

Anantharam, P., Banerjee, T., Sheth, A., Thirunarayan, K., Marupudi, S., Sridharan, V., & Forbis, S. G. (2015). Knowledge-Driven Personalized Contextual mHealth Service for Asthma Management in Children. In J. Zhang, & O. Altintas (Eds.), 2015 IEEE International Conference on Mobile Services (pp. 284-291). Article 7226702 Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/MobServ.2015.48

Knowledge-Driven Personalized Contextual mHealth Service for Asthma Management in Children. / Anantharam, Pramod; Banerjee, Tanvi; Sheth, Amit et al.
2015 IEEE International Conference on Mobile Services. ed. / Jia Zhang; Onur Altintas. Institute of Electrical and Electronics Engineers Inc., 2015. p. 284-291 7226702.

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Anantharam, P, Banerjee, T, Sheth, A, Thirunarayan, K, Marupudi, S, Sridharan, V & Forbis, SG 2015, Knowledge-Driven Personalized Contextual mHealth Service for Asthma Management in Children. in J Zhang & O Altintas (eds), 2015 IEEE International Conference on Mobile Services., 7226702, Institute of Electrical and Electronics Engineers Inc., pp. 284-291, 3rd IEEE International Conference on Mobile Services, MS 2015, New York, United States, 6/27/15. https://doi.org/10.1109/MobServ.2015.48

Anantharam P, Banerjee T, Sheth A, Thirunarayan K, Marupudi S, Sridharan V et al. Knowledge-Driven Personalized Contextual mHealth Service for Asthma Management in Children. In Zhang J, Altintas O, editors, 2015 IEEE International Conference on Mobile Services. Institute of Electrical and Electronics Engineers Inc. 2015. p. 284-291. 7226702 doi: 10.1109/MobServ.2015.48

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AB - Wide adoption of smartphones and availability of low-cost sensors has resulted in seamless and continuous monitoring of physiology, environment, and public health notifications. However, personalized digital health and patient empowerment can become a reality only if the complex multisensory and multimodal data is processed within the patient context. Contextual processing of patient data along with personalized medical knowledge can lead to actionable information for better and timely decisions. We present a system called kHealth capable of aggregating multisensory and multimodal data from sensors (passive sensing) and answers to questionnaire (active sensing) from patients with asthma. We present our preliminary data analysis comprising data collected from real patients highlighting the challenges in deploying such an application. The results show strong promise to derive actionable information using a combination of physiological indicators from active and passive sensors that can help doctors determine more precisely the cause, severity, and control level of asthma. Information synthesized from kHealth can be used to alert patients and caregivers for seeking timely clinical assistance to better manage asthma and improve their quality of life.

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Knowledge-Driven Personalized Contextual mHealth Service for Asthma Management in Children

Abstract

Conference

ASJC Scopus Subject Areas

Keywords

Disciplines

Access to Document

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Cite this