2 papers
eess.IV2020
Screening COVID-19 Based on CT/CXR Images & Building a Publicly Available CT-scan Dataset of COVID-19
Maryam Dialameh, Ali Hamzeh, Hossein Rahmani +2
The rapid outbreak of COVID-19 threatens humans life all around the world. Due to insufficient diagnostic infrastructures, developing an accurate, efficient, inexpensive, and quick…
cs.LG2020
DL-Reg: A Deep Learning Regularization Technique using Linear Regression
Maryam Dialameh, Ali Hamzeh, Hossein Rahmani
Regularization plays a vital role in the context of deep learning by preventing deep neural networks from the danger of overfitting. This paper proposes a novel deep learning regul…