Heming Yao

Title: Innovations and Contributions of Inventor Heming Yao

Introduction

Heming Yao is a notable inventor based in Ann Arbor, MI. He has made significant contributions to the fields of medical technology and artificial intelligence. With a total of two patents to his name, Yao's work focuses on enhancing the analysis of medical procedures and improving the efficiency of neural networks.

Latest Patents

One of Yao's latest patents is titled "Automated anatomic and regional location of disease features in colonoscopy videos." This innovative system is designed to automatically analyze video recordings of colonoscopies. It utilizes a processor and memory to detect informative frames in the video, generating scores that indicate the severity levels of diseases present in the colon. The system estimates the locations of these frames and provides an output that indicates the distribution of scores across different segments of the colon.

Another significant patent is the "Automatic filter pruning technique for convolutional neural networks." This automated technique aims to reduce the size of convolutional neural networks by exploring connections between layers to remove redundant parameters. A scaling neural subnetwork is employed to infer the importance of filters during the training process, allowing for the efficient pruning of unnecessary filters.

Career Highlights

Heming Yao has worked with prestigious organizations, including the University of Michigan and Denso International America, Inc. His experience in these institutions has allowed him to develop and refine his innovative ideas, contributing to advancements in technology and healthcare.

Collaborations

Yao has collaborated with notable colleagues such as Kayvan Najarian and Jonathan Gryak. These partnerships have fostered a creative environment that encourages the exchange of ideas and the development of groundbreaking technologies.

Conclusion

Heming Yao's contributions to innovation in medical technology and artificial intelligence are noteworthy. His patents reflect a commitment to improving healthcare through advanced technology. Yao's work continues to influence the fields he is involved in, showcasing the importance of innovation in addressing complex challenges.