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Updated: Jan 20, 2026

Development and Implementation of a Multi-Disciplinary Technology Enhanced Care Pathway for Youth and Adults with Concussion
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Smart Home Technologies for Monitoring Cancer Symptoms and Enhancing Palliative Care.

Roschelle Fritz1, Alex Fauer1, Diane J Cook2

  • 1University of California at Davis, Davis, CA, USA.

Proceedings of the World Congress on Electrical Engineering and Computer Systems and Science
|January 19, 2026
PubMed
Summary

Smart homes can detect digital behavior markers in older adults undergoing cancer treatment. This technology shows promise for supporting palliative care teams by monitoring daily activities and symptoms.

Keywords:
behaviour visualizationpalliative caresmart home

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Area of Science:

  • Gerontology
  • Oncology
  • Health Informatics

Background:

  • Rising cancer rates necessitate innovative support for palliative care teams.
  • An increasing elderly population with chronic diseases requires advanced care solutions.
  • Smart home technology's potential in palliative care remains underexplored.

Purpose of the Study:

  • To explore the use of smart home sensor data for continuous digital behavior markers.
  • To assess the feasibility of identifying daily activity patterns in older adults receiving cancer treatment.

Main Methods:

  • A case series study involving 3 participants.
  • Utilized historical sensor data from smart home environments.
  • Focused on older adults undergoing cancer treatment with disease or treatment-related symptoms.

Main Results:

  • Smart home sensors successfully recognized digital behavior markers associated with daily activities.
  • Demonstrated the potential for continuous monitoring of patient behavior.
  • Identified specific digital markers linked to the daily routines of participants.

Conclusions:

  • Smart home technology can identify digital behavior markers relevant to palliative care.
  • This approach offers a novel method for monitoring patients outside clinical settings.
  • Future research should address current limitations for broader implementation in palliative care.