Zheng-Han Yu

Title: Zheng-Han Yu: Innovator in Medical Imaging Technology

Introduction

Zheng-Han Yu is a prominent inventor based in Taoyuan, Taiwan. He has made significant contributions to the field of medical imaging, particularly in the identification of basal cell carcinoma through advanced computational methods.

Latest Patents

Zheng-Han Yu holds a patent for a "Convolutional neural network and associated method for identifying basal cell carcinoma." This innovative technology involves a convolutional neural network (CNN) that comprises two convolution layers, two pooling layers, and at least one fully-connected layer. The first convolution layer utilizes initial Gabor filters that are modeled based on human professional knowledge. The method employs collagen fiber images for training and converts doctors' expertise into a computerized format for better feature extraction. This invention enhances training performance by optimizing training time and material overhead.

Career Highlights

Zheng-Han Yu is affiliated with National Cheng Kung University, where he continues to advance research in medical imaging and artificial intelligence. His work has garnered attention for its practical applications in healthcare, particularly in improving diagnostic accuracy.

Collaborations

Zheng-Han Yu has collaborated with notable colleagues, including Gwo Giun Lee and Shih-Yu Chen, contributing to the development of innovative solutions in the field.

Conclusion

Zheng-Han Yu's contributions to medical imaging technology exemplify the intersection of artificial intelligence and healthcare. His innovative approaches are paving the way for more effective diagnostic tools in the medical field.