Company Filing History:
2 out of 409 
1 out of 480 
Years Active: 2025
Title: Jung Sun Yoo: Innovator in Machine Learning and Medical Imaging
Introduction
Jung Sun Yoo is a prominent inventor based in Hong Kong, CN. He has made significant contributions to the fields of machine learning and medical imaging, holding a total of 2 patents. His innovative work focuses on enhancing imaging techniques for detecting peripheral nerves and carcinoma.
Latest Patents
Jung Sun Yoo's latest patents include a "Method and system for reflectance imaging of peripheral nerves." This invention involves methods and systems useful for machine learning-assisted imaging and detection of peripheral nerves through reflectance imaging spectroscopy. Notably, this method can be conducted label-free and in real-time. Another significant patent is the "Weakly-supervised system, method and workflow for processing whole slide image for disease detection." This invention addresses the impracticality and expense of manual annotation in generating training and testing datasets for machine learning. The machine-learning model developed by Yoo processes average cellular features of cells identified on whole slide images, allowing for efficient training and testing without costly pixelwise labeling.
Career Highlights
Throughout his career, Jung Sun Yoo has worked with esteemed institutions such as The Hong Kong Polytechnic University and The Chinese University of Hong Kong. His work has been instrumental in advancing the capabilities of machine learning in medical diagnostics.
Collaborations
Some of his notable coworkers include Ngai Nick Alex Wong and Ho Yin Martin Yeung. Their collaborative efforts have contributed to the success of various projects in the realm of medical imaging and machine learning.
Conclusion
Jung Sun Yoo's innovative contributions to machine learning and medical imaging demonstrate his commitment to advancing technology in healthcare. His patents reflect a deep understanding of the challenges in medical diagnostics and offer practical solutions for improving patient outcomes.