Enhance the use of medical wearables through meaningful data analytics

Kurt Reifferscheid, Xiaokun Zhang

Research output: Chapter in Book/Report/Conference proceedingPublished Conference contributionpeer-review

1 Citation (Scopus)

Abstract

Increasing wearable usage in healthcare faces the challenge in low long-term adoption partially due to a redundancy of devices and lack of meaningful uses of wearable technology. This paper aims at the reality needs to present a holistic view of data analytics and medical wearables; and clarify how to apply analytics techniques to a wearable problem or opportunity. The paper addresses the challenges related to undergoing data analytics with medical wearables, details how certain data mining and analytical techniques impact on processing wearable data, and outlines a framework developed for using data analytics with medical wearables data.

Original languageEnglish
Title of host publicationDigital Human Modeling
Subtitle of host publicationApplications in Health, Safety, Ergonomics, and Risk Management: Health and Safety - 8th International Conference, DHM 2017 Held as Part of HCI International 2017, Proceedings
EditorsVincent G. Duffy
Pages281-296
Number of pages16
DOIs
Publication statusPublished - 2017
Event8th International Conference on Digital Human Modeling and Applications in Health, Safety, Ergonomics, and Risk Management, DHM 2017, held as part of 19th International Conference on Human-Computer Interaction, HCI 2017 - Vancouver, Canada
Duration: 9 Jul. 201714 Jul. 2017

Publication series

NameLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume10287 LNCS
ISSN (Print)0302-9743
ISSN (Electronic)1611-3349

Conference

Conference8th International Conference on Digital Human Modeling and Applications in Health, Safety, Ergonomics, and Risk Management, DHM 2017, held as part of 19th International Conference on Human-Computer Interaction, HCI 2017
Country/TerritoryCanada
CityVancouver
Period9/07/1714/07/17

Keywords

  • Data analytics
  • Medical wearables
  • Ubiquitous computing

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