The combination of Quantum Networks and Artificial Intelligence is increasingly seen as a potent force that has the potential to drastically alter the provision of healthcare services. With an emphasis on topics including precision medicine, drug discovery, predictive analytics, telemedicine, and improving healthcare infrastructure, this study explores the relationships between artificial intelligence and quantum networks and how they are used in the healthcare industry. Healthcare providers can utilize advanced computational power, improve data security, and enable secure and efficient data sharing and analysis by integrating AI algorithms with Quantum Networks. Yet, the incorporation of these technologies also brings about difficulties, such as technical obstacles, ethical concerns, and regulatory intricacies. The article emphasizes the significance of teamwork among healthcare, AI, and Quantum Networks stakeholders to tackle obstacles and unlock the complete capabilities of these technologies.