PERACTIV: Personalized Activity Monitoring - Ask My Hands

Vishnu Kakaraparthi, Troy McDaniel, Hemanth Venkateswara, Morris Goldberg

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

Abstract

Medication adherence is a major problem in the healthcare industry: it has a major impact on an individual’s health and is a major expense on the healthcare system. We note that much of human activity involves using our hands, often in conjunction with objects. Camera-based wearables for tracking human activities have sparked a lot of attention in the past few years. These technologies have the potential to track human behavior anytime, any place. This paper proposes a paradigm for medication adherence employing innovative wrist-worn camera technology. We discuss how the device was built, various experiments to demonstrate feasibility and how the device could be deployed to detect the micro-activities involved in pill taking so as to ensure medication adherence.

Original languageEnglish (US)
Title of host publicationDistributed, Ambient and Pervasive Interactions. Smart Living, Learning, Well-being and Health, Art and Creativity - 10th International Conference, DAPI 2022, Held as Part of the 24th HCI International Conference, HCII 2022, Proceedings
EditorsNorbert A. Streitz, Shin’ichi Konomi
PublisherSpringer Science and Business Media Deutschland GmbH
Pages255-272
Number of pages18
ISBN (Print)9783031054303
DOIs
StatePublished - 2022
Event10th International Conference on Distributed, Ambient and Pervasive Interactions, DAPI 2022 Held as Part of the 24th HCI International Conference, HCII 2022 - Virtual, Online
Duration: Jun 26 2022Jul 1 2022

Publication series

NameLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume13326 LNCS
ISSN (Print)0302-9743
ISSN (Electronic)1611-3349

Conference

Conference10th International Conference on Distributed, Ambient and Pervasive Interactions, DAPI 2022 Held as Part of the 24th HCI International Conference, HCII 2022
CityVirtual, Online
Period6/26/227/1/22

Keywords

  • Medication adherence
  • Micro-activty detection
  • Pill taking
  • Wearables
  • Wrist-worn camera

ASJC Scopus subject areas

  • Theoretical Computer Science
  • General Computer Science

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