Kuo-Sheng Cheng

Title: Innovations of Kuo-Sheng Cheng

Introduction

Kuo-Sheng Cheng is a notable inventor based in Tainan, Taiwan. He has made significant contributions to the field of medical imaging and analysis, holding a total of 5 patents. His work focuses on advanced methods for analyzing pathological images, particularly in the context of lipid droplets and fibrosis.

Latest Patents

One of his latest patents is a segmentation method for lipid droplets in pathological slice images. This invention provides a method for segmenting lipid droplets by inputting a pathological slice image into a machine learning model, which outputs a region map and a boundary map. The region map includes multiple regional probability values, while the boundary map contains multiple boundary probability values. This method allows for the effective segmentation of multiple lipid droplets from the pathological slice image based on these values.

Another significant patent is a computer-aided method and electrical device for analyzing fibrosis. This invention involves performing a segmentation algorithm on a medical image to obtain a segmentation image. Circular fibrosis is detected according to this segmentation image to determine a score. In some instances, it is also necessary to assess the number of fibrosis bridges and the condition of fiber expansion.

Career Highlights

Kuo-Sheng Cheng is affiliated with National Cheng Kung University, where he continues to advance research in medical imaging technologies. His innovative approaches have garnered attention in the academic and medical communities.

Collaborations

He has collaborated with notable colleagues, including Hung-Wen Tsai and Wen-Hung Ting, contributing to the advancement of research in his field.

Conclusion

Kuo-Sheng Cheng's contributions to medical imaging through his innovative patents demonstrate his commitment to enhancing the analysis of pathological images. His work continues to impact the field significantly.