Artificial intelligence (AI) is gradually changing medical practice. With recent progress in digitized data acquisition, machine learning, and computing infrastructure, AI applications are expanding into areas previously thought to be only the province of human experts. We summarize the latest developments of applications of AI in biomedicine, including disease diagnostics, living assistance, biomedical information processing, and biomedical research. This talk aims to keep track of new scientific accomplishments, understand the availability of technologies, and appreciate the tremendous potential of AI in biomedicine. It can be asserted that the application of AI in biomedicine is still in its early stage, just like AI itself. New progress and breakthroughs will continue to push the frontier and widen the scope of AI applications, and fast developments are envisioned soon. This talk aims to: • Outline recent breakthroughs in AI technologies and their biomedical applications • Identify the challenges for further progress in medical AI systems • Summarize AI's implications in healthcare.