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Related Experiment Video

Updated: Jun 27, 2026

Dynamic Digital Biomarkers of Motor and Cognitive Function in Parkinson's Disease

Dynamic Digital Biomarkers of Motor and Cognitive Function in Parkinson's Disease

Published on: July 24, 2019

Self-powered intelligence for personalized healthcare.

Yeyun Cai^1,2,3, Ziyue Kong¹, Pengfei Jin¹

¹National Key Lab of Autonomous Intelligent Unmanned Systems, Beijing Institute of Technology, Beijing 100081, China.

National Science Review

|June 26, 2026

Summary

This summary is machine-generated.

Self-powered intelligence integrates flexible electronics and AI for continuous, autonomous healthcare monitoring. This approach overcomes battery limitations for advanced personalized medicine and real-time health management.

Keywords:

energy harvesting flexible and smart electronics lightweight intelligence personalized healthcare wearable/implantable devices

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Last Updated: Jun 27, 2026

Dynamic Digital Biomarkers of Motor and Cognitive Function in Parkinson's Disease

Dynamic Digital Biomarkers of Motor and Cognitive Function in Parkinson's Disease

Published on: July 24, 2019

Area of Science:

Biomedical Engineering
Flexible Electronics
Artificial Intelligence

Background:

Personalized healthcare relies on precise, efficient, patient-centered care.
Wearable and implantable devices enable real-time monitoring and early disease detection.
Advancements in AI accelerate data-driven healthcare integration.

Purpose of the Study:

To review self-powered intelligence as a paradigm for personalized healthcare.
To explore overcoming power, flexibility, and energy constraints in intelligent healthcare systems.
To enable continuous, autonomous health monitoring beyond battery limitations.

Main Methods:

Review of interdisciplinary research at the intersection of AI, flexible electronics, and biomedical engineering.
Focus on integrating smart, flexible electronics with low-power AI.
Analysis of self-powered systems for on-body and in-body healthcare platforms.

Main Results:

Self-powered intelligence offers a pathway for sustainable, long-term healthcare monitoring.
Integration of flexible electronics and AI addresses power and processing challenges.
Enables intelligent, autonomous health management through real-time analysis.

Conclusions:

Self-powered intelligence is key to advancing personalized healthcare.
This paradigm shift enables continuous, autonomous health monitoring.
Viable pathway toward intelligent, on-body and in-body healthcare platforms.