Computer science researchers have developed an approach that matches the performance of expert-scored polysomnography using just a single-lead echocardiogram. In addition to simplifying a typically expensive and cumbersome process, this insight highlights a deeper connection between the heart and the brain than previously understood.
Read more …Heart data unlocks sleep secrets
Artificial intelligence (AI) has exploded in popularity as of late. But just like a human, it's hard to read an AI model's mind. Explainable AI (XAI) could help us do just that by providing justification for a model's decisions. And now, researchers are using XAI to scrutinize predictive AI models more closely, which could help make better antibiotics.
Read more …Peering into the mind of artificial intelligence to make better antibiotics
Heart failure is a leading cause of death worldwide and is especially deadly for people who don't have access to medical facilities. A team of researchers aims to bring heart failure screening from the lab to the home with a point-of-care electrochemical biosensor prototype that measures levels of two biomarkers for heart failure in as little as 15 minutes from just a drop of saliva.
Read more …Improving access to heart-failure screening with saliva
Children born with certain heart defects undergo a series of invasive surgeries early in life. The first surgery includes implantation of a shunt to improve blood flow. However, as children grow, the shunt must be replaced to accommodate their changing bodies. Now, researchers report designing a shunt that expands when activated by light. This device could reduce the number of open-chest surgeries these children receive.
Read more …Expanding a child's heart implant with light