Both a biomedical engineering SOP and a personal statement are supporting documents for admission written as an essay. The SOP focuses on your academic background, professional experiences, skills, achievements, research interests, suitability for the program, and career goals. On the other hand, a personal statement allows you to discuss your personal experiences, motivations, challenges faced, etc. that shape your overall personality.