Company Filing History:
Years Active: 2024
Title: Nenggan Zheng: Innovator in B-Ultrasonic Imaging Technology
Introduction
Nenggan Zheng is a prominent inventor based in Zhejiang, China. He has made significant contributions to the field of medical imaging, particularly in the area of B-ultrasonic imaging technology. His innovative approach has the potential to enhance the diagnosis of liver fibrosis, a critical health concern.
Latest Patents
Nenggan Zheng holds a patent for a method titled "Method for extracting significant texture features of B-ultrasonic image and application thereof." This patent discloses a channel attention mechanism network, specifically a context activation residual network. This network is designed to effectively model the B-ultrasonic liver fibrosis texture information. It utilizes global context information to strengthen important texture features while suppressing irrelevant ones. This allows the deep residual network to capture more significant texture information in B-ultrasonic images. The process is divided into two main phases: training and testing. During the training phase, the context activation residual network is trained using B-ultrasonic image blocks as input and the pathological results of liver biopsy as labels. In the testing phase, the trained model is used to obtain liver fibrosis staging results for each ultrasonic image.
Career Highlights
Nenggan Zheng is affiliated with Zhejiang University, where he continues to advance research in medical imaging technologies. His work has garnered attention for its innovative approach to non-invasive diagnosis, which is crucial for patient care.
Collaborations
Nenggan Zheng collaborates with notable colleagues, including Min Zheng and Dongsheng Ruan. Their combined expertise contributes to the advancement of research in the field of medical imaging.
Conclusion
Nenggan Zheng's contributions to B-ultrasonic imaging technology exemplify the impact of innovation in medical diagnostics. His work not only enhances the understanding of liver fibrosis but also paves the way for future advancements in non-invasive diagnostic methods.