This inventor holds 1 USPTO granted patent and 2 published patent applications and 1 EPO patent. Top assignee: Myriad Women's Health, Inc.. Active years: 2025.
Company Filing History:
Years Active: 2025
Title: Sun Hong - Innovator in Deep Learning and Genetic Variant Analysis
Introduction
Sun Hong is a prominent inventor based in South San Francisco, CA (US). He has made significant contributions to the field of genetic analysis through his innovative patent in deep learning technologies. His work focuses on utilizing machine learning to determine carrier status for genetic variants, showcasing the intersection of technology and healthcare.
Latest Patents
Sun Hong holds a patent titled "Deep learning based variant calling using machine learning." This patent describes a system and method for determining the carrier status of an individual. The method involves training a neural network model using predetermined information related to genetic variants. It determines the carrier status based on normalized read depth and allele dosage data for specific genes. The system is designed to receive inputs such as normalized read depth and allele dosage data, ultimately outputting the respective carrier status for the individual.
Career Highlights
Throughout his career, Sun has worked with notable companies in the healthcare and biotechnology sectors. He has been associated with Myriad Women's Health, Inc. and Amgen Inc., where he has contributed to advancements in genetic research and analysis. His expertise in deep learning and machine learning has positioned him as a valuable asset in these organizations.
Collaborations
Sun has collaborated with talented professionals in his field, including Kyle Beauchamp and Kevin R Haas. These collaborations have further enhanced his work and contributed to the development of innovative solutions in genetic analysis.
Conclusion
Sun Hong is a distinguished inventor whose work in deep learning and genetic variant analysis has the potential to revolutionize the way we understand genetic information. His contributions to the field are significant and reflect the growing importance of technology in healthcare.