A Comprehensive Survey of PSO-ACO Optimization and Swarm Intelligence in Healthcare: Implications for Medical Image Analysis and Disease Surveillance
Simran, Jaspreet Singh · 2023
Revolutionizing healthcare is a crucial objective for improving diagnostic accuracy and disease surveillance. This review paper aims to explore the potential of PSO-ACO optimization and swarm intelligence in revolutionizing healthcare through enhanced medical image analysis and disease surveillance techniques. The abstract emphasizes the significance of these techniques in transforming healthcare practices. It provides an overview of the PSO-ACO optimization algorithm and swarm intelligence, highlighting their capabilities and potential applications in healthcare. The objective of the review is to investigate the impact of PSO-ACO optimization and swarm intelligence in improving medical image analysis and disease surveillance. The paper extensively examines the existing literature, discussing the benefits and limitations of these approaches, and showcasing their successful integration in healthcare. Furthermore, the abstract highlights the challenges and future directions in this field, emphasizing the need for further research and development. In conclusion, this comprehensive review paper underscores the transformative potential of PSO-ACO optimization and swarm intelligence, illustrating their ability to revolutionize healthcare by advancing medical image analysis and disease surveillance techniques.