The concept of making corpora speak has become a consensus in the circles of linguistics, and reasoning analysis of true data is not only an important way to study language but also a good method to learn English vocabulary. Corpus has great potential in medical English vocabulary teaching. Through corpus retrieval software, guiding students to analyze, imitate, study and use the real natural examples in corpus, to a large extent, can improve the efficiency of vocabulary learning in medical English.