The use of conversational agents is becoming increasingly common in various fields, enabling the development of more user-friendly man-machine interfaces. The importance and centrality of employing comfortable user methods for dialogue have become crucial in the medical field. In this context, there has been a significant proliferation of literature in recent years, and this article aims to provide an overview of the most intriguing research topics from both medical and artificial intelligence technique perspectives.