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Multi-Agent System based Medical Diagnosis Using Particle Swarm Optimization in Healthcare

Jagjit Singh Dhatterwal, Mahaveer Singh Naruka, Kuldeep Singh Kaswan

202325 citationsDOI

Abstract

Healthcare is an area that is challenging, dynamic, and diverse. Healthcare in the twenty-first century brings a variety of difficulties (population growth and rising healthcare costs). Compared to the conventional medical system, agent technology can offer superior healthcare for that. Agents in the hospital might deal with a variety of medical issues. We list collaboration across hospital wards, the development of diagnostics, the gathering of patient data, etc. as examples of issues that arise in hospitals. These issues can be resolved with a cooperative This paper proposes a generic architecture that integrates swarm intelligence with multi-agent healthcare systems to provide therapy as efficiently as possible.

Topics & Concepts

Variety (cybernetics)Health careParticle swarm optimizationHealthcare systemComputer scienceSwarm intelligenceMulti-agent systemArchitecturePopulationData scienceRisk analysis (engineering)Artificial intelligenceBusinessMedicineMachine learningGeographyEconomic growthEnvironmental healthEconomicsArchaeologyHealthcare Operations and Scheduling OptimizationMulti-Agent Systems and Negotiation
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