Yun Huan Lyu
About Yun Huan Lyu
Yun Huan Lyu is a Senior Project Engineer at Acer, specializing in medical imaging technology. He holds a Bachelor's Degree in Physics from National Taiwan University and a Master's Degree in Biomedical Engineering from the University of Southern California, along with a specialization in Deep Learning from Coursera.
Work at Acer
Yun Huan Lyu currently holds the position of Senior Project Engineer at Acer, a role he has occupied since 2019. In this capacity, he has presented technological advancements at the Healthcare+ Expo Taiwan 2020, showcasing Acer's commitment to innovation in the healthcare sector. His work focuses on integrating advanced engineering solutions to enhance product offerings and improve user experiences.
Previous Experience at Delta Electronics
Before joining Acer, Yun Huan Lyu worked at Delta Electronics as a Senior R&D Engineer in the Medical Image Line of Business from 2017 to 2019. During his tenure, he contributed to various projects aimed at advancing medical imaging technologies. His experience at Delta Electronics provided him with a solid foundation in research and development within the medical technology field.
Education and Expertise
Yun Huan Lyu earned his Bachelor's Degree in Physics from National Taiwan University, completing his studies from 2005 to 2009. He furthered his education by obtaining a Master's Degree in Biomedical/Medical Engineering from the University of Southern California between 2012 and 2014. Additionally, he pursued a specialization in Deep Learning through Coursera from 2017 to 2018, enhancing his expertise in machine learning applications.
Research and Development Contributions
Yun Huan Lyu has made significant contributions to the field of medical imaging. He developed a coronary artery segmentation algorithm that uses eigenvectors and eigenvalues of a hessian matrix for blood vessel probability assessment. He also integrated self-supervised learning with hand-crafted features to improve segmentation performance with minimal labeled data. His work includes implementing vessel movement estimation and boundary fitting techniques into the open-source software LabelME, which enhances the labeling process.
Patents and Publications
Yun Huan Lyu has a patent pending related to medical imaging technology, reflecting his innovative approach to solving complex problems in the field. He is also engaged in writing academic papers on advancements in medical imaging, contributing to the body of knowledge in this critical area of healthcare technology.