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May 9, 2026BioengineeringOpen Access

Toward Intelligent Rehabilitation Program Management: A System-Level Review of AI Architectures

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Authors

CLCatalina LucaIOIlie OnuSDSardaru Dragos

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Overview

Review examines AI applications for improving rehabilitation program management, indicating strong technological advances yet limits in scalability.

Key Points

  • The aim is to assess how AI can enhance the management and evaluation of rehabilitation programs through data integration and analytics.
  • Review of 61 peer-reviewed studies
  • Analysis of AI applications in rehabilitation, particularly in device control and monitoring
  • Proposal of a six-layer management architecture for AI integration
  • Indicates strong maturity in device-level AI applications, especially in robotic control and wearables
  • Highlights limitations in longitudinal program management and system coordination
  • Identified scalability barriers due to interoperability issues and inadequate multicenter validation

Cite This Study

Luca et al. (2026) studied this question.

synapsesocial.com/papers/69fed071b9154b0b828778c8https://doi.org/10.3390/bioengineering13050539
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