X-Ray, Bone Mineral Density (BMD) testing, and Mammography are pivotal medical imaging techniques. X-Rays utilize ionizing radiation to produce images of internal structures, aiding in the diagnosis of fractures, lung conditions, and dental issues. BMD testing focuses on bone health by quantifying mineral density, particularly in the hip and spine, crucial for osteoporosis diagnosis and assessing fracture risk. Mammography, a specialized X-ray technique, is instrumental in breast health, allowing for early detection of breast abnormalities, including tumors and calcifications, making it an invaluable tool in the fight against breast cancer. These imaging methods collectively enhance patient care, providing insights into a wide range of medical conditions, from bone-related ailments to the early detection of life-threatening diseases, ultimately improving healthcare outcomes