Pi-Ling Chiang

Title: Innovations by Pi-Ling Chiang in Acute Ischemic Stroke Detection

Introduction

Pi-Ling Chiang is a notable inventor based in Kaohsiung, Taiwan. She has made significant contributions to the field of medical technology, particularly in the automated detection of acute ischemic stroke. Her innovative approach combines deep learning techniques with advanced imaging processes to enhance diagnostic accuracy.

Latest Patents

One of her key patents is an "Automated Detection System for Acute Ischemic Stroke." This system utilizes a preprocessor to perform registration on whole-brain images and standard-brain spatial templates. 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 for each set of images, summing these values 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 her career, Pi-Ling Chiang has worked with esteemed institutions such as National Yang Ming Chiao Tung University and Kaohsiung Chang Gung Memorial Hospital. Her work has been pivotal in advancing the field of stroke detection and treatment.

Collaborations

She has collaborated with notable colleagues, including Yong-Sheng Chen and Wei-Che Lin, contributing to various research projects and innovations in medical technology.

Conclusion

Pi-Ling Chiang's contributions to the automated detection of acute ischemic stroke exemplify the intersection of technology and healthcare. Her innovative patent and collaborative efforts continue to influence the medical field positively.