Developing Advanced Multi-Agent Healthcare Platforms: Key Challenges
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Challenges in Multi-Agent Healthcare Platform Development

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# Developing Advanced Multi-Agent Healthcare Platforms: Key Challenges

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The provided source outlines the significant hurdles involved in developing sophisticated multi-agent healthcare platforms. It details data-centric problems such as integrating fragmented and varied healthcare information, ensuring data quality, and standardising medical terminology. Furthermore, the source addresses crucial concerns around patient privacy and regulatory compliance, alongside the complexities of establishing robust security and maintaining user trust. It also highlights technical and operational challenges, including real-time integration with external systems like insurance providers, orchestrating numerous independent agents, and ensuring the explainability of AI decisions within a clinical context. Finally, the text touches upon the necessity of providing seamless user experiences for both patients and providers, maintaining high performance and reliability, and continuously adapting to evolving medical knowledge and care practices.

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Developing Advanced Multi-Agent Healthcare Platforms: Key Challenges
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Rajesh Gupta
semanticraj@gmail.com
Challenges in Multi-Agent Healthcare Platform Development
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