Ran Xin

Title: Innovations by Inventor Ran Xin

Introduction

Ran Xin is a notable inventor based in Hangzhou, China. He has made significant contributions to the field of clinical data processing and decision support systems. With a total of two patents to his name, his work focuses on enhancing the capabilities of medical data analysis and patient care.

Latest Patents

Ran Xin's latest patents include a "Method and apparatus of NER-oriented Chinese clinical text data augmentation." This invention discloses a method and apparatus for augmenting Chinese clinical text data that is oriented towards Named Entity Recognition (NER). It involves processing unannotated and annotated data through linearization, predicting concealed parts based on retained information, and introducing a span-based language model for pre-training. The invention also incorporates multiple decoding mechanisms to enhance data generation and annotation.

Another significant patent is the "Cross-departmental chronic kidney disease early diagnosis and decision support system based on knowledge graph." This system comprises several modules, including a patient information model building module and a knowledge graph inference module. It aims to construct a unified patient information model using the OMOP CDM standard terminology system, enhancing data interactivity and scalability across different hospitals.

Career Highlights

Ran Xin is currently employed at Zhejiang Lab, where he continues to innovate in the field of medical technology. His work is instrumental in developing systems that improve patient diagnosis and treatment through advanced data processing techniques.

Collaborations

Ran Xin collaborates with notable colleagues, including Jingsong Li and Yu Tian. Their combined expertise contributes to the advancement of innovative solutions in healthcare technology.

Conclusion

Ran Xin's contributions to the field of clinical data processing and decision support systems highlight his role as a leading inventor in medical technology. His patents reflect a commitment to improving patient care through innovative solutions.