Researchers at MIT have developed a machine learning system, 'RiskCardio', to better predict death caused by cardiovascular issues that block or reduce blood flow. The system uses the patient's first 15 minutes of raw electrocardiogram (ECG) signal and places them into different risk categories. It can predict whether a person will die within 30 days or up to a year.