Zijun Yao

Title: Innovations by Inventor Zijun Yao

Introduction

Zijun Yao is a notable inventor based in Ridgewood, NJ (US). He has made significant contributions to the field of technology, particularly in the development of systems and methods that enhance the understanding of disease status through innovative models.

Latest Patents

Zijun Yao holds 2 patents. His latest patents include the "Generation of a disease status index using a probabilistic model and observational data." This invention provides systems, computer-implemented methods, and computer program products that facilitate the use of a probabilistic model to generate a continuous disease status index based on observational data. The system comprises a memory that stores computer executable components and a processor that executes these components. The model component generates probability distributions of disease states based on observational data, while the index component creates a disease status index from these distributions.

Another significant patent is the "System for generating specialized phenotypical embedding." This invention employs multi-tasking and transfer learning with sparse gating mechanisms and domain knowledge to generate pheno-embeddings in a scalable manner. The system includes a structural pheno-embedding model that utilizes a hierarchical knowledge graph, a data augmentation component that enhances a sparse data set, and an embedding component that generates specialized embeddings for phenotypes.

Career Highlights

Zijun Yao is currently associated with International Business Machines Corporation (IBM). His work at IBM focuses on leveraging advanced technologies to improve healthcare outcomes through innovative data analysis and modeling techniques.

Collaborations

Some of his notable coworkers include Mohamed Ghalwash and Prithwish Chakraborty. Their collaborative efforts contribute to the advancement of technology in the healthcare sector.

Conclusion

Zijun Yao's innovative patents and contributions to technology demonstrate his commitment to improving healthcare through advanced modeling techniques. His work continues to influence the field positively.