Hand hygiene compliance checking system with explainable feedback

Ayan Banerjee, Venkata Naga Sai Apurupa Amperyani, Sandeep K.S. Gupta

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

1 Scopus citations

Abstract

Hand-washing has several components that have to be performed in a temporally aligned sequence as recommended by WHO/CDC. In this paper, we propose an armband based hand wash compliance checking mechanism that can identify if a component of the WHO/CDC recommendations are missing. Appropriate alert mechanism can then inform the user to redo the missing components. Tests on data collected from 20 subjects, show a 10 fold user-independent accuracy of detecting compliant hand washing at 88\%, precision 0.89 and recall 0.85. The mechanism can identify missing components in around 350 out of 500 non-compliant hand wash routines.

Original languageEnglish (US)
Title of host publicationWearSys 2020 - Proceedings of the 6th ACM Workshop on Wearable Systems and Applications, Part of MobiSys 2020
PublisherAssociation for Computing Machinery, Inc
Pages34-36
Number of pages3
ISBN (Electronic)9781450380133
DOIs
StatePublished - Jun 19 2020
Event6th ACM Workshop on Wearable Systems and Applications, WearSys 2020, Part of MobiSys 2020 - Toronto, Canada
Duration: Jun 19 2020 → …

Publication series

NameWearSys 2020 - Proceedings of the 6th ACM Workshop on Wearable Systems and Applications, Part of MobiSys 2020

Conference

Conference6th ACM Workshop on Wearable Systems and Applications, WearSys 2020, Part of MobiSys 2020
CountryCanada
CityToronto
Period6/19/20 → …

Keywords

  • Covid 19
  • armband
  • hand washing compliance

ASJC Scopus subject areas

  • Computer Networks and Communications
  • Software
  • Hardware and Architecture

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  • Cite this

    Banerjee, A., Amperyani, V. N. S. A., & Gupta, S. K. S. (2020). Hand hygiene compliance checking system with explainable feedback. In WearSys 2020 - Proceedings of the 6th ACM Workshop on Wearable Systems and Applications, Part of MobiSys 2020 (pp. 34-36). (WearSys 2020 - Proceedings of the 6th ACM Workshop on Wearable Systems and Applications, Part of MobiSys 2020). Association for Computing Machinery, Inc. https://doi.org/10.1145/3396870.3400015