The General Hospital Corporation

Beth Israel Deaconess Medical Center, Inc.

The Broad Institute, Inc.

Patrick T Ellinor

Emily S Lau

Mostafa Al-Alusi

Steven Lubitz

Puneet Batra

Paolo Di Achille

Jennifer Ho

Echocardiography deep learning and cardiovascular outcomes are described. An echocardiogram analysis module may include a deep learning model to generate a video output for an input echocardiogram video, the deep learning model comprising a convolutional neural network and at least one dense layer. The echocardiogram analysis module may further include a cardiac prediction generator to generate a cardiac prediction based on video outputs generated for a plurality of input echocardiogram videos of an echocardiogram study, the cardiac prediction comprising a measurement prediction or a classification prediction.

Echocardiography deep learning and cardiovascular outcomes

Growing community of inventors

Brookline, MA, United States of America

Patrick T Ellinor