Shannon Cai
Pronouns: She/her
Research Mentor(s): Ali Zare
Research Mentor School/College/Department: Computational Medicine and Bioinformatics / Medicine
Program: UROPF
Session: Session 7 (4:40pm – 5:30pm)
Authors: Jocelyn Cai, Kenneth Gu, Jie Luo
Abstract
As part of the research conducted in the Tensor-based Methods in Data Science project, machine learning methods with potential applications to medical research are explored with focus on image data. This involves using mathematical concepts such as linear algebra and reshaping images that can be processed using tensor software packages for further use. In this poster, a MATLAB program will be presented that aims to classify object images. Classification is performed on images directly or on their reduced forms upon applying Principal Component Analysis (PCA).
