A wide range of human efforts are being impacted by AI in our daily lives. Numerous organizations, including the health sector, are also taking steps to adapt to AI technology, which can help them find new ways to complete jobs and comprehend data patterns for maximum efficiency. The main goal of this research is to assist the AI research community in fully comprehending the most well-liked AI Techniques, which are primarily utilized in the healthcare industry for effective data administration. This study focuses in particular on describing the AI Techniques on health data and expanding on their advantages and applications. Additionally, this study reviews, summarizes, and compares comparable AI technique-based protocols from the perspectives of prediction accuracy and ability. Not only to this extent, but rather based on AI performance between the years of 2020 to 2022, the history of AI research in healthcare-related data is professionally studied. We also outlined the numerous contributions to knowledge that each of the writers whose papers were thoroughly examined for this study made.