Company Filing History:
Years Active: 2024
Title: Spotlight on Inventor Jiashuang Huang: Innovating Retinal Blood Vessel Segmentation
Introduction: Jiashuang Huang, an accomplished inventor based in Jiangsu, China, has made significant contributions to the field of medical imaging through his innovative technologies. His pioneering work focuses on accurately segmenting the uncertain boundaries of retinal blood vessels, which is crucial for diagnosing and treating various eye conditions.
Latest Patents: Jiashuang Huang holds a patent titled “Three-way U-Net Method for Accurately Segmenting Uncertain Boundary of Retinal Blood Vessel.” This ingenious method describes the uncertainty associated with blood vessel boundary labels. It constructs upper and lower bounds for uncertain boundaries by utilizing dilation and erosion operators to establish maximum and minimum values for the blood vessel boundaries. The method effectively maps boundaries with uncertain information into a unified range. Furthermore, it combines the uncertainty representation with a specialized loss function and innovatively designs a three-way loss function. This technological advancement is trained through a stochastic gradient descent algorithm, which utilizes the total loss of the three-way loss function. Additionally, a comprehensive auxiliary diagnosis application system is developed to intelligently segment retinal blood vessels, incorporating functions for fundus data acquisition, accurate segmentation, and auxiliary diagnosis.
Career Highlights: Jiashuang Huang is associated with Nantong University, where he is engaged in research and development aimed at improving medical imaging technologies. His innovative work is notable for its potential impact on the field of ophthalmology, as it enhances the accuracy of retinal assessments and diagnostics.
Collaborations: In his pursuit of advancement in this challenging field, Jiashuang Huang collaborates with esteemed colleagues, including Weiping Ding and Ying Sun. Together, they work towards developing cutting-edge solutions that could redefine the landscape of retinal imaging and diagnosis.
Conclusion: Jiashuang Huang’s contributions to medical imaging through his patent for the three-way U-Net method exemplify the importance of innovation in enhancing healthcare technologies. His work at Nantong University, in collaboration with his colleagues, continues to pave the way for advancements that could significantly improve patient outcomes in ophthalmological care.