Can deep learning transform heart failure prevention

A deep neural network called CHAIS may soon replace invasive procedures like catheterization as the new gold standard for monitoring heart health. The ancient Greek philosopher and polymath Aristotle once concluded that the human heart is tri-chambered and that it was the single most important organ in the entire body, governing motion, sensation, and thought. Today, we know that the human heart actually has four chambers and that the brain largely controls motion, sensation , and thought. But Aristotle was correct in observing that the heart is a vital organ, pumping blood to the rest of the body to reach other vital organs. When a life-threatening condition like heart failure strikes, the heart gradually loses the ability to supply other organs with enough blood and nutrients that enables them to function. Researchers from MIT and Harvard Medical School recently published an open-access , introducing a noninvasive deep learning approach that analyzes electrocardiogram (ECG) signals t...