Yu-Lin Yeh

Title: Innovations by Yu-Lin Yeh in Acute Ischemic Stroke Detection

Introduction

Yu-Lin Yeh is a notable inventor based in Taipei, Taiwan. He has made significant contributions to the field of medical technology, particularly in the automated detection of acute ischemic stroke. His innovative approach combines advanced imaging techniques with deep learning algorithms to enhance diagnostic accuracy.

Latest Patents

Yu-Lin Yeh holds a patent for an "Automated detection system for acute ischemic stroke." This system utilizes a preprocessor to perform registration on a whole-brain image and a standard-brain spatial template. It extracts individual brain region masks from the whole-brain image. A deep learning encoder is employed for feature extraction, converting the whole-brain image into 2D whole-brain slice images. The first processor maps the individual brain masks onto these slice images for registration, generating sets of brain region slice images. A second processor computes stroke-related weight values of the slice images and sums them to obtain characteristic values for each brain region. Finally, a disparity-aware classifier determines the presence of acute ischemic stroke based on these characteristic values.

Career Highlights

Throughout his career, Yu-Lin Yeh has worked with esteemed institutions such as National Yang Ming Chiao Tung University and Kaohsiung Chang Gung Memorial Hospital. His work has been pivotal in advancing the field of medical imaging and stroke detection.

Collaborations

Yu-Lin Yeh has collaborated with notable colleagues, including Yong-Sheng Chen and Wei-Che Lin. Their combined expertise has contributed to the development of innovative solutions in medical technology.

Conclusion

Yu-Lin Yeh's contributions to the automated detection of acute ischemic stroke exemplify the intersection of technology and healthcare. His innovative patent and collaborations highlight the importance of advancements in medical diagnostics.