2 papers
math.ST2022
CLT for random quadratic forms based on sample means and sample covariance matrices
Wenzhi Yang, Yiming Liu, Guangming Pan +1
In this paper, we use the dimensional reduction technique to study the central limit theory (CLT) random quadratic forms based on sample means and sample covariance matrices. Speci…
cs.CV2021
Spectral Machine Learning for Pancreatic Mass Imaging Classification
Yiming Liu, Ying Chen, Guangming Pan +5
We present a novel spectral machine learning (SML) method in screening for pancreatic mass using CT imaging. Our algorithm is trained with approximately 30,000 images from 250 pati…