Company Filing History:
Years Active: 2022-2025
Title: Innovations by Rahul Singh in Machine Learning-Assisted Surgery
Introduction
Rahul Singh is an innovative inventor based in Calgary, Canada. He has made significant contributions to the field of medical technology, particularly in machine learning applications for surgery. With a total of 3 patents, his work is paving the way for advancements in surgical procedures.
Latest Patents
One of Rahul's latest patents is focused on machine learning-assisted surgery. This invention involves data generated by sensors on surgical instruments that characterize their use in relation to patients. A first machine learning model constructs a force profile using this data, which includes various force patterns. Additionally, features are extracted from the data, allowing a second machine learning model to determine attributes characterizing the surgical instrument's use. This data can then be provided to surgeons, enhancing their decision-making during procedures.
Another notable patent is for a machine learning system designed for interconnected surgical theater architecture. This invention utilizes edge computing devices that receive data streams from sensors on medical devices. Each device executes machine learning models that generate attributes, which are then anonymized and encrypted before being sent to a central server. Updates to these models are received from the server, ensuring that the machine learning systems remain current and effective.
Career Highlights
Rahul Singh works at Orbsurgical Ltd., where he continues to develop innovative solutions in the medical field. His expertise in machine learning and surgery has positioned him as a key player in advancing surgical technologies.
Collaborations
Rahul collaborates with talented individuals such as Garnette Roy Sutherland and Amir Baghdadi. Their combined efforts contribute to the success of their projects and the overall mission of Orbsurgical Ltd.
Conclusion
Rahul Singh's contributions to machine learning in surgery demonstrate his commitment to improving medical practices. His innovative patents are set to transform the surgical landscape, making procedures safer and more efficient.