Company Filing History:
Years Active: 2024-2025
Title: Innovations by Junpyo Hong: A Pioneer in Image Registration and Machine Learning
Introduction
Junpyo Hong, based in San Ramon, California, is a noteworthy inventor with two significant patents. His work primarily focuses on advancements in machine learning and image processing, contributing to the cutting-edge technologies in healthcare and related fields.
Latest Patents
Junpyo Hong's latest contributions include two innovative patents. The first patent, titled "Methods and Systems for Image Registration," outlines various methods and systems for automatically registering and stitching images. This method includes entering a first image and a second image of a subject into a trained model that outputs a transformation matrix tailored to combine these images effectively. The process not only enables the automatic stitching of images but also facilitates their display or storage in a memory device.
The second patent, "Active Surveillance and Learning for Machine Learning Model Authoring and Deployment," emphasizes the importance of performance regulation in machine learning models. This patent describes techniques that allow a system to apply a primary ML model to data samples not included in its training dataset. It introduces the use of active surveillance techniques to enhance the model's performance, including evaluations of the model scope and adaptations to better fit data.
Career Highlights
Junpyo Hong is affiliated with GE Precision Healthcare LLC, a division known for its commitment to improving medical technologies. His role involves leveraging his innovative ideas to advance machine learning applications in healthcare, making significant contributions to the efficiency and accuracy of medical imaging solutions.
Collaborations
In his endeavors, Junpyo has collaborated with talented colleagues, including Venkata Ratnam Saripalli and Gopal Biligeri Avinash. Their joint efforts in research and development further underline the collaborative spirit of innovation within GE Precision Healthcare LLC.
Conclusion
Junpyo Hong stands out as a prominent inventor with a clear focus on enhancing the capabilities of image registration and machine learning. His innovative patents reflect a commitment to advancing technology in healthcare, showcasing his potential to shape the future of medical imaging and machine learning applications.