Hengrong Ju

Title: **Innovative Contributions of Hengrong Ju in Medical Technology**

Introduction

Hengrong Ju is a notable inventor based in Jiangsu, China, recognized for his pioneering work in medical technology. With a total of three patents, Ju's innovations focus on significant advancements in the fields of medical imaging and cancer gene classification, contributing to the improvement of diagnosis and treatment methods.

Latest Patents

One of his latest innovations is the "Three-way U-Net method for accurately segmenting uncertain boundary of retinal blood vessel." This patent details a sophisticated approach that involves describing the uncertainty of a blood vessel boundary label. It constructs an upper and lower bound of the uncertain boundary using dilation and erosion operators to accurately delineate the retinal blood vessel. The method combines uncertainty representation with a specially designed three-way loss function to optimize training of network parameters, ultimately leading to the development of an auxiliary diagnosis application system that aids in intelligent segmentation and diagnosis of retinal blood vessels.

Another significant patent by Ju is the "Method for classifying multi-granularity breast cancer genes based on double self-adaptive neighborhood radius." This invention introduces a comprehensive procedure for reading and normalizing large-scale gene locus data. It utilizes a combination of contour coefficients and PCA dimensionality reduction to select an optimum value. This proactive approach employs a heuristic reduction algorithm for multi-granularity attribute reduction, enabling effective classification and prediction of breast cancer genes through a machine learning classification algorithm based on support vector machines.

Career Highlights

Hengrong Ju is currently affiliated with Nantong University, where his work is deeply rooted in research and development within the medical field. His inventiveness not only enhances the technical aspects of his chosen fields but also supports the mission to provide more accurate diagnoses in healthcare.

Collaborations

Ju collaborates with esteemed colleagues such as Weiping Ding and Ming Li. Together, they leverage their diverse expertise to drive innovation in medical technology, enriching their research endeavors and broadening the impact of their inventions.

Conclusion

Hengrong Ju embodies the spirit of innovation that propels advancements in medical technology. His contributions through various patents serve as significant milestones in enhancing diagnostic techniques, particularly in the realms of retinal and cancer research. As his work continues to evolve, it holds the potential to inspire further breakthroughs in the medical field.