Andreas Vesalius' primary purpose for writing 'De humani corporis fabrica' was to provide a comprehensive and accurate description of human anatomy based on direct observation and dissection. This groundbreaking work marked a significant shift in the study of medicine, moving away from reliance on ancient texts like those of Galen and emphasizing empirical evidence and firsthand knowledge, which were key elements of the Scientific Revolution.