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Innovative Sensor-Based Approaches for Assessing Neurodegenerative Diseases: A Brief State-of-the-Art Review.

Ngozi D Mbue1, Fatemeh Tabei2, Karen Williams3

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Summary

Sensor-based technologies offer sensitive, non-invasive tools for early detection and real-time monitoring of neurodegenerative diseases (NDDs). These advancements, integrating AI and nanotechnology, improve diagnosis, management, and patient outcomes in precision medicine.

Keywords:
clinical practiceinnovationneurodegenerative diseasessensorstechnologies

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Area of Science:

  • Biomedical Engineering
  • Nanotechnology
  • Artificial Intelligence

Background:

  • Neurodegenerative diseases (NDDs) like Alzheimer's and Parkinson's require sensitive diagnostic and monitoring tools.
  • Current methods often lack the sensitivity and real-time capabilities needed for early intervention.
  • Advancements in sensor technology offer potential solutions for improved NDD management.

Purpose of the Study:

  • To review recent advancements in sensor-based technologies for diagnosing and monitoring neurodegenerative diseases.
  • To highlight the integration of advanced materials, nanotechnology, and AI in sensor development.
  • To discuss the clinical implications for precision medicine and patient outcomes.

Main Methods:

  • Review of current literature on sensor-based technologies for NDDs.
  • Analysis of integrated approaches involving advanced materials, nanotechnology, and AI.
  • Discussion of clinical applications and future directions.

Main Results:

  • Sensor technologies provide sensitive, non-invasive, and real-time monitoring capabilities for NDDs.
  • Integration of AI and nanotechnology enhances early detection and disease management.
  • These tools facilitate precision medicine through early intervention and refined patient stratification.

Conclusions:

  • Sensor-based technologies are crucial for the next generation of neurodegenerative disease diagnosis and monitoring.
  • These innovations promise earlier detection, improved management, and better patient outcomes.
  • The integration of advanced materials and AI is key to realizing the full potential of these technologies.