Application of Discriminant Analysis for Blood Pressure Classification Based on Vital Signs: Evidence from a Regional Hospital in Ghana
This retrospective study of 1,000 adult patients at a Ghanaian regional hospital demonstrates that linear discriminant analysis using routinely collected vital signs, particularly body weight, can accurately classify patients into hypotensive, normotensive, or hypertensive categories, supporting the feasibility of data-driven risk stratification for cardiovascular and metabolic conditions.