Mona Fathollahi Ghezelghieh

Title: Innovations by Mona Fathollahi Ghezelghieh

Introduction

Mona Fathollahi Ghezelghieh is an accomplished inventor based in Sunnyvale, CA. She has made significant contributions to the field of surgical technology, particularly in the area of real-time surgery duration estimation. With two patents to her name, her work is paving the way for advancements in surgical procedures.

Latest Patents

Mona's latest patents focus on deep-learning-based real-time remaining surgery duration (RSD) estimation. One aspect of her invention involves receiving a current frame of the endoscope video during a live surgical session. The process utilizes a sequence of prediction time points to make continuous RSD predictions. By randomly sampling additional frames of the endoscope video, the system combines these frames in temporal order to create a set of N frames. This set is then fed into a trained model to output a current RSD prediction. Her innovative approach enhances the efficiency and effectiveness of surgical procedures.

Career Highlights

Mona is currently employed at Verb Surgical Inc., where she continues to develop cutting-edge technologies in the medical field. Her work is instrumental in improving surgical outcomes and patient care.

Collaborations

Mona collaborates with talented individuals such as Jocelyn Elaine Barker and Pablo E Garcia Kilroy, contributing to a dynamic and innovative work environment.

Conclusion

Mona Fathollahi Ghezelghieh is a pioneering inventor whose work in deep-learning technology is transforming the landscape of surgical procedures. Her contributions are vital for the future of medical technology and patient safety.