Patrick T Ellinor

Title: Patrick T Ellinor: Innovator in Echocardiography Deep Learning

Introduction

Patrick T Ellinor is a prominent inventor based in Brookline, MA (US). He has made significant contributions to the field of cardiovascular medicine through his innovative work in echocardiography and deep learning technologies. His research focuses on improving cardiovascular outcomes using advanced analytical methods.

Latest Patents

Patrick T Ellinor holds a patent for "Echocardiography deep learning and cardiovascular outcomes." This patent describes an echocardiogram analysis module that incorporates a deep learning model to generate video outputs from input echocardiogram videos. The deep learning model consists of a convolutional neural network and at least one dense layer. Additionally, the module includes a cardiac prediction generator that produces predictions based on video outputs from multiple echocardiogram studies. These predictions can be either measurement predictions or classification predictions.

Career Highlights

Throughout his career, Patrick has worked with esteemed institutions such as The General Hospital Corporation and Beth Israel Deaconess Medical Center, Inc. His work has been instrumental in advancing the understanding and application of echocardiography in clinical settings.

Collaborations

Patrick has collaborated with notable colleagues, including Emily S Lau and Jennifer Ho. Their combined expertise has contributed to the success of various projects in the field of cardiovascular research.

Conclusion

Patrick T Ellinor's innovative contributions to echocardiography and deep learning have the potential to significantly enhance cardiovascular care. His work exemplifies the intersection of technology and medicine, paving the way for improved patient outcomes.