Literature DB >> 22255520

ContextProvider: Context awareness for medical monitoring applications.

Michael Mitchell1, Christopher Meyers, An-I Andy Wang, Gary Tyson.   

Abstract

Smartphones are sensor-rich and Internet-enabled. With their on-board sensors, web services, social media, and external biosensors, smartphones can provide contextual information about the device, user, and environment, thereby enabling the creation of rich, biologically driven applications. We introduce ContextProvider, a framework that offers a unified, query-able interface to contextual data on the device. Unlike other context-based frameworks, ContextProvider offers interactive user feedback, self-adaptive sensor polling, and minimal reliance on third-party infrastructure. ContextProvider also allows for rapid development of new context and bio-aware applications. Evaluation of ContextProvider shows the incorporation of an additional monitoring sensor into the framework with fewer than 100 lines of Java code. With adaptive sensor monitoring, power consumption per sensor can be reduced down to 1% overhead. Finally, through the use of context, accuracy of data interpretation can be improved by up to 80%.

Mesh:

Year:  2011        PMID: 22255520     DOI: 10.1109/IEMBS.2011.6091297

Source DB:  PubMed          Journal:  Conf Proc IEEE Eng Med Biol Soc        ISSN: 1557-170X


  2 in total

1.  Use of predictive algorithms in-home monitoring of chronic obstructive pulmonary disease and asthma: A systematic review.

Authors:  Daniel Sanchez-Morillo; Miguel A Fernandez-Granero; Antonio Leon-Jimenez
Journal:  Chron Respir Dis       Date:  2016-04-20       Impact factor: 2.444

Review 2.  Brain Computer Interface on Track to Home.

Authors:  Felip Miralles; Eloisa Vargiu; Stefan Dauwalder; Marc Solà; Gernot Müller-Putz; Selina C Wriessnegger; Andreas Pinegger; Andrea Kübler; Sebastian Halder; Ivo Käthner; Suzanne Martin; Jean Daly; Elaine Armstrong; Christoph Guger; Christoph Hintermüller; Hannah Lowish
Journal:  ScientificWorldJournal       Date:  2015-06-08
  2 in total

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