A study has found that a noncontact facial infrared thermography (IRT) machine learning model can accurately predict coronary artery disease (CAD). The model was developed and validated using facial IRT images and showed superior performance compared to traditional clinical tools. The use of advanced machine learning technology in medical diagnosis shows promising potential for improving accuracy and efficiency.