In recent years, medical AI has progressed substantially, driven by the fast improvements of deep learning methods and the use of larger and larger medical datasets. AI has matched or surpassed the ...

We introduce Echo-Vision-FM, including a echo-video encoder and a novel representation fusion network. The whole model processes entire video clips instead of individual image frames, which gives ...

Researchers have trained an artificial intelligence model to extract warning signs of advanced heart failure from routine echocardiogram videos, flagging disease progression years before conventional ...