Mobile health: Sensors, analytic methods, and applications

James M. Rehg (Editor), Susan A. Murphy (Editor), Santosh Kumar (Editor)

Research output: Book/Report/Conference proceedingBook

Abstract

This volume provides a comprehensive introduction to mHealth technology and is accessible to technology-oriented researchers and practitioners with backgrounds in computer science, engineering, statistics, and applied mathematics. The contributing authors include leading researchers and practitioners in the mHealth field. The book offers an in-depth exploration of the three key elements of mHealth technology: the development of on-body sensors that can identify key health-related behaviors (sensors to markers), the use of analytic methods to predict current and future states of health and disease (markers to predictors), and the development of mobile interventions which can improve health outcomes (predictors to interventions). Chapters are organized into sections, with the first section devoted to mHealth applications, followed by three sections devoted to the above three key technology areas. Each chapter can be read independently, but the organization of the entire book provides a logical flow from the design of on-body sensing technology, through the analysis of time-varying sensor data, to interactions with a user which create opportunities to improve health outcomes. This volume is a valuable resource to spur the development of this growing field, and ideally suited for use as a textbook in an mHealth course.

Original languageEnglish (US)
PublisherSpringer
Number of pages542
ISBN (Electronic)9783319513942
ISBN (Print)9783319513935
DOIs
StatePublished - Jul 12 2017
Externally publishedYes

ASJC Scopus subject areas

  • General Medicine
  • General Computer Science

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  • Introduction to part I: mHealth applications and tools

    Kumar, S., Rehg, J. M. & Murphy, S. A., Jul 12 2017, Mobile Health: Sensors, Analytic Methods, and Applications. Rehg, J. M., Murphy, S. A. & Kumar, S. (eds.). Springer, p. 3-6 4 p.

    Research output: Chapter in Book/Report/Conference proceedingChapter

  • Introduction to part II: Sensors to mHealth markers

    Kumar, S., Rehg, J. M. & Murphy, S. A., Jul 12 2017, Mobile Health: Sensors, Analytic Methods, and Applications. Rehg, J. M., Murphy, S. A. & Kumar, S. (eds.). Springer, p. 147-150 4 p.

    Research output: Chapter in Book/Report/Conference proceedingChapter

  • Introduction to part III: Markers to mHealth predictors

    Rehg, J. M., Murphy, S. A. & Kumar, S., Jul 12 2017, Mobile Health: Sensors, Analytic Methods, and Applications. Rehg, J. M., Murphy, S. A. & Kumar, S. (eds.). Springer, p. 345-348 4 p.

    Research output: Chapter in Book/Report/Conference proceedingChapter

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