Fan Zhang

Title: Innovations by Inventor Fan Zhang

Introduction

Fan Zhang is an accomplished inventor based in Plymouth Meeting, PA (US). He has made significant contributions to the field of healthcare technology, particularly in the area of machine learning and patient health prediction. With a total of three patents to his name, Zhang's work is at the forefront of utilizing real-world healthcare data to improve patient outcomes.

Latest Patents

One of Zhang's latest patents is the "Lifelong machine learning (LML) model for patient subpopulation identification using real-world healthcare data." This innovative deep learning model implements continuous, lifelong machine learning based on a Bayesian neural network. It employs a unique framework that includes wide, deep, and prior components, utilizing diverse algorithms to enhance prediction performance. The model dynamically integrates current learning with past knowledge, allowing for improved accuracy in identifying patient profiles as new data becomes available.

Another notable patent is the "System for predicting patient health conditions." This invention encompasses methods, systems, and apparatuses, including computer programs encoded on a computer storage medium. It focuses on obtaining data for patients with specific conditions and generating a scoring model to determine the confidence that an individual has a particular healthcare condition. The output of this model provides a confidence score that indicates the likelihood of the individual having the healthcare condition.

Career Highlights

Fan Zhang is currently employed at IQVIA Inc., a leading company in the healthcare data analytics sector. His work at IQVIA has allowed him to apply his innovative ideas in a practical setting, contributing to advancements in patient care and health technology.

Collaborations

Zhang collaborates with talented individuals such as Yunlong Wang and Yilian Yuan, who share his passion for innovation in healthcare technology. Their combined expertise fosters a creative environment that drives the development of groundbreaking solutions.

Conclusion

Fan Zhang's contributions to the field of healthcare technology through his innovative patents demonstrate his commitment to improving patient outcomes. His work exemplifies the potential of machine learning in transforming healthcare practices.