Anatomy is an early researched discipline of natural science. Ancient civilizations (e.g., Greece, Egypt, Mesopotamia, and China) made significant contributions to our current understanding of medicine, including human anatomy. However, in modern China (from 1912 to the present), some contemporary scholars prefer to overlook the fact that anatomy was studied before modern China. Therefore, the author chronologically lists typical hallmark events and publications related to human anatomy before modern China, summarizes the influences of anatomy on traditional Chinese medicine, and analyzes the reasons for the slow progression of anatomy before modern China. The purpose is to better understand the history and culture of anatomy before modern China, serving as the first step of anatomical education for medical students in mainland China.