International Journal For Multidisciplinary Research
E-ISSN: 2582-2160
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Volume 8 Issue 3
May-June 2026
Indexing Partners
An Autonomous Agent-Driven Architecture for Augmented Reality in Intelligent Healthcare Systems
| Author(s) | Ms. Prayukta Kute, Prof. Nilesh Joshi, Prof. Dr. Manisha Bharati |
|---|---|
| Country | India |
| Abstract | The integration of augmented reality and artificial intelligence is creating new opportunities in surgical navigation, patient supervision, and healthcare education. This study proposes a completely autonomous, agent-oriented AI framework for AR-driven medical systems, integrating fifteen specialized modules based on quantum-inspired optimization, neuromorphic computation, privacy-preserving learning, and distributed coordination mechanisms. Independent intelligent agents collaborate to provide real-time surgical assistance, rehabilitation monitoring, coordinated clinical workflow management, and immersive training simulations while maintaining differential privacy guarantees (ε = 0.3) (Dwork & Roth, 2014) alongside immutable blockchain-verified audit records (Nakamoto, 2008). The proposed platform operates at 120 FPS with only 12 ms latency, reduces power consumption by 60% using event-based neuromorphic circuitry (Kadowaki & Nishimori, 1998), and achieves anomaly-detection accuracy of 92% through transformer-driven architectures (Vaswani et al., 2017). The presented system architecture, implementation strategy, and component-level evaluation results establish a foundational framework for future intelligent augmented-reality healthcare ecosystems. |
| Keywords | Augmented Reality (AR), Agentic Artificial Intelligence, Healthcare AI, Differential Privacy, Federated Learning, Quantum-Inspired Optimization, Neuromorphic Computing, Graph Neural Networks, Digital Twin, Explainable AI (XAI), Surgical Navigation, Transformer Networks, Swarm Intelligence, Medical Data Security, Edge Computing. |
| Field | Engineering |
| Published In | Volume 8, Issue 3, May-June 2026 |
| Published On | 2026-05-27 |
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E-ISSN 2582-2160
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IJFMR DOI prefix is
10.36948/ijfmr
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