Location History:
- Los Angeles, CA (US) (2017 - 2019)
- Albuquerque, NM (US) (2022)
Company Filing History:
Years Active: 2017-2022
Title: Myung-Kyung Suh: Innovator in Health Monitoring Technologies
Introduction
Myung-Kyung Suh is a prominent inventor based in Los Angeles, CA, who has made significant contributions to the field of health monitoring technologies. With a total of 4 patents, her work focuses on improving patient care through innovative systems and methods.
Latest Patents
One of her latest patents is titled "Systems and methods for missing data imputation." This invention addresses the challenges faced in monitoring patients with congestive heart failure (CHF), a leading cause of death in the United States. The WANDA project, which utilizes sensor technology and wireless communication, aims to effectively monitor the health status of CHF patients. However, the system encountered issues with missing data due to misuse and failure. Myung-Kyung's patent proposes the use of advanced machine learning techniques, including projection adjustment by contribution estimation regression (PACE), Bayesian methods, and voting feature interval (VFI) algorithms, to predict both non-binomial and binomial data. Experimental results indicate that these algorithms outperform other methods in terms of accuracy and recall.
Another notable patent is "Task optimization in remote health monitoring systems." This invention outlines systems, methods, and devices that monitor patient health status. It introduces dynamic task management functions that apply data analytics to streamline the daily action items required by patients. By utilizing association rule mining techniques, the invention prioritizes tasks to enhance patient adherence and satisfaction while maintaining effective health monitoring.
Career Highlights
Myung-Kyung Suh is affiliated with the University of California, where she continues to advance her research and innovations in health technology. Her work has garnered attention for its potential to significantly improve patient outcomes.
Collaborations
Myung-Kyung has collaborated with notable colleagues, including Majid Sarrafzadeh and Hassan Ghasemzadeh, to further her research initiatives.
Conclusion
Myung-Kyung Suh's contributions to health monitoring technologies exemplify her commitment to enhancing patient care through innovative solutions. Her patents reflect a deep understanding of the challenges in healthcare and a dedication to improving the effectiveness of health monitoring systems.
Inventor’s Patent Attorneys refers to legal professionals with specialized expertise in representing inventors throughout the patent process. These attorneys assist inventors in navigating the complexities of patent law, including filing patent applications, conducting patent searches, and protecting intellectual property rights. They play a crucial role in helping inventors secure patents for their innovative creations.