One of the first and most significant early uses of artificial intelligence was in the area of medicine, involving the diagnosis of and recommending treatment for severe bacterial infections. Today, the applications of AI in medicine and healthcare are many and varied. AI, and in particular machine learning, is being used to provide help in diagnosis, personalized medicine, and drug development. This talk will give some examples of AI applications in medicine and pharma and outline some recent trends in this area.