Elena Igorevna Kuzhnareva

Title: Elena Igorevna Kuzhnareva: Innovator in Cardiac Electrogram Detection

Introduction

Elena Igorevna Kuzhnareva is a prominent inventor based in Moskovskaya obl, Russia. She has made significant contributions to the field of medical technology, particularly in the detection of activation in electrograms. Her innovative approach utilizes machine learning algorithms to enhance the accuracy of cardiac assessments.

Latest Patents

Kuzhnareva holds a patent for her invention titled "Detection of activation in electrograms using neural-network-trained preprocessing of intracardiac electrograms." This method involves collecting a variety of bipolar and unipolar electrograms from patients, which include annotations made by human reviewers. These annotations identify a window-of-interest and activation times within that window. A ground truth data set is generated from these electrograms to train a machine learning algorithm, which is then applied to detect activations in bipolar electrograms.

Career Highlights

Throughout her career, Kuzhnareva has worked with notable companies in the medical technology sector. She has been associated with Biosense Webster Ltd. in Israel and Biosense Webster, Inc. Her work has focused on improving cardiac monitoring techniques, which are crucial for patient care.

Collaborations

Kuzhnareva has collaborated with esteemed colleagues, including Eliyahu Ravuna and Natan Sharon Katz. These partnerships have contributed to her innovative research and development efforts in the field of electrocardiography.

Conclusion

Elena Igorevna Kuzhnareva is a trailblazer in the realm of cardiac electrogram detection, with her patented methods paving the way for advancements in medical technology. Her contributions are vital for enhancing patient outcomes in cardiac care.