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Enhancing Healthcare through Sensor-Enabled Digital Twins in Smart Environments: A Comprehensive Analysis.

Sasan Adibi1,2, Abbas Rajabifard3, Davood Shojaei3

  • 1School of Information Technology, Deakin University, Geelong, VIC 3220, Australia.

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|May 11, 2024
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Summary
This summary is machine-generated.

Sensor-driven digital twins in smart environments can revolutionize healthcare. This technology integrates IoT, AI, and location services for improved remote monitoring, telemedicine, and patient outcomes.

Keywords:
Internet of Things (IoT)artificial intelligence (AI)digital healthdigital twinlocation-based servicessmart environmentssmart homessmart hospitalswearable health devices

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Area of Science:

  • Digital Health
  • Smart Environments
  • Healthcare Technology

Background:

  • Smart environments integrate sensors, digital health, and location-based services to improve healthcare outcomes.
  • Foundational technologies include Internet of Things (IoT), Internet of Medical Things (IoMT), machine learning (ML), and artificial intelligence (AI).

Purpose of the Study:

  • To investigate the potential of sensor-driven digital twin technology in smart environments for healthcare delivery.
  • To analyze the integration of various technologies and their impact on healthcare objectives and outcomes.
  • To present a novel framework for sensor-driven digital twins in healthcare.

Main Methods:

  • Comprehensive review of sensor technologies, digital twin applications, and smart environment functionalities.
  • Analysis of foundational technologies like IoT, IoMT, ML, and AI.
  • Examination of smart homes and smart hospitals, including remote patient monitoring and telemedicine.

Main Results:

  • Sensor-driven digital twins offer a novel framework for addressing healthcare needs and user requirements.
  • Integration of wearable devices, AI-driven analytics, and digital twin applications enhances healthcare.
  • Location-based services (LBS) improve personalized interventions and emergency response in smart environments.

Conclusions:

  • Sensor-driven digital twins hold significant potential to transform healthcare delivery in smart environments.
  • Further research is needed to overcome challenges and fully realize the benefits for patient well-being.
  • This technology promises to improve healthcare efficiency, personalization, and emergency response capabilities.