Zhenan He

Title: Zhenan He: Innovator in Differentiable Architecture and Ocular Imaging

Introduction

Zhenan He is a prominent inventor based in Chengdu, China. He has made significant contributions to the fields of architecture search and ocular imaging. With a total of two patents to his name, his work showcases innovative methodologies that enhance technology in these areas.

Latest Patents

Zhenan He's latest patents include a "Method for Differentiable Architecture Search Based on a Hierarchical Grouping Mechanism." This method involves obtaining a target dataset, selecting a set number of normal and reduction cells, and training an initial search network to optimize a cost function. The process allows for a one-level or two-level search to construct a target network using the identified cells.

Another notable patent is the "Method for Positioning Key Features of a Lens Based on Ocular B-Mode Ultrasound Images." This method entails acquiring and preprocessing ocular ultrasound images, utilizing a trained target detection network to obtain eyeball and lens position images, and marking key features on the ultrasound images. This innovative approach significantly improves the accuracy of lens positioning.

Career Highlights

Zhenan He is affiliated with Sichuan University, where he continues to advance his research and development efforts. His work not only contributes to academic knowledge but also has practical applications in technology and healthcare.

Collaborations

Zhenan He collaborates with notable colleagues, including Jiancheng Lv and Yanan Sun. Their combined expertise fosters a productive research environment that enhances the quality and impact of their innovations.

Conclusion

Zhenan He exemplifies the spirit of innovation through his groundbreaking patents and contributions to technology. His work in differentiable architecture and ocular imaging continues to pave the way for advancements in these fields.