AC Senior’s Medical Neural Network Research Wins Regional and State Science Fair Awards

Posted on March 23rd, 2018 by Allendale Columbia School

by Rui “Tony” Zhou 

I participated in the Terra Rochester-Finger Lakes Regional Science & Engineering Fair last Sunday and the New York State Science and Engineering Fair at New York Hall of Science last Monday. It was an extremely rewarding experience not just because I won many awards.

My project involves creating a Deep Convolutional Neural Network that detects and analyzes lung nodules in CT scans, that is, using the lasted Artificial Intelligence techniques for Computer-Aided Diagnosis. I started this project last summer, at a lab in Tsinghua University, the top-ranked university in China. Then I continued with this project though AC’s Science Writing and Research Class. Currently, I’m still adjusting and optimizing the neural network structure in an effort to create a system that can better assist doctors and radiologists. The fundamental motivation for me in doing this research lies in its hope to fight against regionalized healthcare because this is a system that is applicable to most CT scanners throughout the world. We hope to bring more accurate diagnosis, and, thus, reduce the misdiagnosis rates while increase the earliness of lung cancer diagnosis.

Despite the excitement of doing two science fairs in 48 hours, it was an eye-opening experience to meet and talk with other young researchers, and I was kindled by their passions and how they are striving to improve the world we live in though their own efforts.

 

Rui Zhou

Rui Zhou

Rui, or Tony, as he is known around school, is a senior from Jiangsu, China, who has enjoyed the numerous STEM opportunities at AC. While he's waiting for his college decisions, he's sure he will be majoring in computer science next year.
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Posted in: Centers for Impact, Eleventh Grade, Entrepreneurship, Global Engagement, Highlights, Invent, Ninth Grade, Tenth Grade, Twelfth Grade, Upper School

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