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AI-Assisted Disease Monitoring Using Stretchable Polymer-Based Sensors.

Tianliang Li1, Qian'ao Wang1, Yifei Su1

  • 1School of Mechanical and Electronic Engineering, Wuhan University of Technology, Wuhan 430070, China.

ACS Applied Materials & Interfaces
|June 15, 2023
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Summary

A novel AI-assisted stretchable polymer-based (AISP) sensor offers real-time physiological monitoring for disease management and telenursing. This durable, waterproof wearable device shows high accuracy in swallowing recognition, advancing intelligent healthcare solutions.

Keywords:
artificial intelligenceflexible sensorhuman motion monitoringpolymer materialssmart healthcare

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Area of Science:

  • Materials Science
  • Biomedical Engineering
  • Wearable Technology

Background:

  • Flexible sensors are crucial for non-invasive medical applications.
  • Wearable devices enable continuous physiological monitoring.
  • AI integration enhances sensor capabilities for healthcare.

Purpose of the Study:

  • To develop an AI-assisted stretchable polymer-based (AISP) sensor for disease monitoring and telenursing.
  • To evaluate the sensor's performance in terms of flexibility, durability, and environmental stability.
  • To demonstrate the sensor's application in swallowing recognition and remote nursing assistance.

Main Methods:

  • Development of a polymer-based sensor utilizing the Beer-Lambert law.
  • Characterization of the sensor's mechanical properties (tensile strain, durability) and environmental resilience (waterproofness, temperature stability).
  • Implementation of an AI algorithm for swallowing recognition and integration into a remote nursing system.

Main Results:

  • The AISP sensor exhibits high tensile strain (up to 100%), exceptional durability (>10,000 tests), and waterproofness.
  • The sensor's performance is unaffected by temperature variations (1.6-60.9 °C).
  • A swallowing recognition accuracy of up to 88.89% was achieved, with successful demonstrations in remote nursing, hands-free communication, and robot control.

Conclusions:

  • The AISP sensor is a versatile and robust wearable device for real-time physiological monitoring.
  • The developed system shows significant potential for intelligent healthcare, remote patient care, and assistive technologies.
  • This technology offers a promising medical toolkit for advanced disease monitoring and nursing assistance.