This inventor holds 1 USPTO granted patent and 1 published patent application. Top assignees: Samsung Life Public Welfare Foundation, Seoul National University. Active years: 2022.
Company Filing History:
1 out of 143 
1 out of 1,766 
Years Active: 2022
Title: Innovations by Sung Joon Ye in Radiation Treatment Planning
Introduction
Sung Joon Ye is an accomplished inventor based in Seoul, South Korea. He has made significant contributions to the field of radiation treatment planning through his innovative use of artificial intelligence. His work focuses on improving the accuracy and efficiency of segmenting normal organs and tumor structures.
Latest Patents
Sung Joon Ye holds a patent for a system and method for segmenting normal organ and/or tumor structure based on artificial intelligence for radiation treatment planning. The patent describes a system that includes a data collection unit configured to collect a radiotherapy structure (RT-structure) file, which contains a computerized tomography (CT) image of a patient along with contour information of the area of interest for radiation treatment. The system also features a pre-processing unit that extracts contour information from the RT-structure file to generate a binary image. Additionally, a model training unit learns parameters for generating a segmentation map indicative of the area of interest using a deep learning algorithm, ultimately producing a trained model based on the learned parameters. This innovative approach enhances the precision of radiation therapy.
Career Highlights
Throughout his career, Sung Joon Ye has worked with notable organizations, including the Samsung Life Public Welfare Foundation and Seoul National University. His experience in these institutions has allowed him to collaborate with leading experts in the field and contribute to advancements in medical technology.
Collaborations
Sung Joon Ye has collaborated with talented individuals such as Heejung Kim and Ji Min Lee. Their combined expertise has fostered a productive environment for innovation and research in radiation treatment planning.
Conclusion
Sung Joon Ye's contributions to the field of radiation treatment planning through his innovative patent demonstrate the potential of artificial intelligence in enhancing medical procedures. His work continues to pave the way for advancements in healthcare technology.