Smartphone images of the face and body can now estimate cardiometabolic risk more accurately than BMI. Researchers at Google AI developed a vision model to detect subtle physiological markers linked to heart disease. This approach removes the need for invasive tests. Practitioners can now integrate non-contact screening into routine primary care workflows.