Artificial Intelligence is the potential of a digital computer or computer supervised robots to conduct several tasks correlated with intelligent beings. It is used to implement computers and technology to replicate intelligent behaviour and critical thinking comparable to human being. The term Artificial Intelligence was first conceived at Dartmouth College in 1956 by the scientist Marvin Minsky who was hopeful about the technology's future. But AI started its entry in healthcare in the early 1970s and then began to be practiced in biomedical fields. Artificial intelligence research in medicine is growing and developing rapidly all over the world. AI in the healthcare sector is acknowledging great responses among the scientists, researchers and health professionals etc. In this review paper, we have summarized the growth as well as the developments of applications of AI in biomedicine, including disease diagnostics, living assistance, biomedical information processing, biomedical research and the availability of technologies used for AI.