Company Filing History:
Years Active: 2022-2024
Title: Innovations by Shengqiang Chi
Introduction
Shengqiang Chi is a notable inventor based in Hangzhou, China. He has made significant contributions to the field of medical technology, particularly in predicting complications related to end-stage renal disease. With a total of two patents to his name, Chi's work exemplifies the intersection of healthcare and advanced data analysis.
Latest Patents
Chi's latest patents include a "System for predicting end-stage renal disease complication risk based on contrastive learning." This innovative system comprises an end-stage renal disease data preparation module that extracts structured data from patients using hospital electronic information systems and daily monitoring equipment. It processes this data to generate augmented structured data. Additionally, it features a complication risk prediction module that constructs a complication representation learning model and a complication risk prediction model. This model is trained on the augmented structured data to predict the risk of complications associated with end-stage renal disease.
Another significant patent is the "Time series deep survival analysis system in combination with active learning." This system includes a data collection module, an active learning module, and a time series deep survival analysis module. The data collection module gathers survival data for analysis, while the active learning module selects a portion of right-censored data to label survival times. The time series deep survival analysis module constructs a neural network model to predict survival times based on both uncensored and right-censored data.
Career Highlights
Shengqiang Chi is currently employed at Zhejiang Lab, where he continues to innovate in the field of medical technology. His work focuses on utilizing advanced data analysis techniques to improve patient outcomes in healthcare.
Collaborations
Chi collaborates with notable colleagues, including Jingsong Li and Tianshu Zhou, who contribute to his research and development efforts.
Conclusion
Shengqiang Chi's contributions to medical technology through his innovative patents highlight the importance of data analysis in healthcare. His work aims to enhance the prediction of complications in patients with end-stage renal disease, showcasing the potential of technology to improve patient care.