Analysis of massive knowledge within the study of however life and drugs work along and health field has driven the requirement of recent effective analysis technology. Deep learning could be a powerful machine learning technique. With the providing of quick computer-based power improvement, it’s turning into a promising method of doing things to form new data, clarification and gain understandings of deep things from high-throughout, cluster totally different of various things mixed along and sophisticated the study of however life and drugs work along knowledge from different sources, like X-rays, MRIs, etc., medicine-based study of the little chemical directions among cells, and electronic health records. This paper presents an outline of the utilization of deep learning approach within the study of however life and drugs work along IP. Initial we tend to introduce the event of synthetic brain-related network and deep learning, and then chiefly target the researches applying deep learning within the study of however life and drugs work along within the medical specialty IP field. We tend to additionally discuss the challenges for future improvement, like knowledge quality explains ability.