Urban planning significantly impacts public health, yet health considerations are often overlooked in city development strategies. Climate change further exacerbates urban health risks, particularly in vulnerable regions. Despite growing recognition of the link between urban planning and health, cities lack structured methodologies to quantify and integrate health-related data into policy. Without systematic approach, cities struggle to identify disparities, allocate resources effectively, and create health-resilient urban environments. Addressing this gap is critical for sustainable urban development.