The paper introduces the connotation and algorithm of Artificial Intelligence(AI), expounds on the application of AI in clinical medicine from three dimensions of clinicians, health systems and patients, specifically to clinicians, including such fields as radiology, pathology, dermatology, ophthalmology, cardiovasology, etc., discusses its limitations and future development of this field.