Rho is a screening tool that analyzes frontal radiographs of the lumbar spine, thoracic spine, chest, pelvis, knee, or hand performed for any clinical indication in patients aged 50 years and older. The algorithm was developed using machine learning to generate a risk score that correlates with a patient's likelihood of having low bone mineral density.