Body Mass Index (BMI) remains a widely used indicator in public health for monitoring population-level weight trends and assessing risk factors associated with chronic disease. However, BMI data recorded in Electronic Health Records (EHRs) is often fragmented and incomplete. Up to 74% of potential adult records can be missing, creating significant blind spots that limit...