Yun Liu

Title: Innovations by Yun Liu in Cardiovascular Prediction

Introduction

Yun Liu is an accomplished inventor based in Cambridge, MA (US). She has made significant contributions to the field of cardiovascular health through her innovative patent. Her work focuses on predicting patient outcomes following acute coronary events, showcasing her expertise in machine learning and physiological signal analysis.

Latest Patents

Yun Liu holds a patent titled "Method and apparatus for beat-space frequency domain prediction of cardiovascular death after acute coronary event." This patent describes a method for the machine generation of a model that predicts patient outcomes after such events. The process involves obtaining a physiological signal of interest, analyzing its characteristics, and utilizing machine learning to generate a weighted risk vector.

Career Highlights

Yun Liu is affiliated with the Massachusetts Institute of Technology, where she continues to advance her research in cardiovascular prediction technologies. Her innovative approach combines engineering principles with medical insights, making her a valuable asset in her field.

Collaborations

Yun Liu has collaborated with notable colleagues, including John V Guttag and Collin M Stultz. These partnerships have further enhanced her research and contributed to the development of her patented technologies.

Conclusion

Yun Liu's work exemplifies the intersection of technology and healthcare, particularly in predicting cardiovascular outcomes. Her innovative methods have the potential to significantly impact patient care and outcomes in the medical field.