no code implementations • 12 Sep 2020 • Abolfazl Zargari Khuzani, Najmeh Mashhadi, Morteza Heidari, Donya Khaledyan
The Iris pattern is a unique biological feature for each individual, making it a valuable and powerful tool for human identification.
no code implementations • 12 Sep 2020 • Najmeh Mashhadi, Abolfazl Zargari Khuzani, Morteza Heidari, Donya Khaledyan
In the proposed scheme, we convert each EEG signal to an image to be fed to a U-NET model, which is a deep learning model usually used in image segmentation tasks.
no code implementations • 9 Sep 2020 • Morteza Heidari, Sivaramakrishnan Lakshmivarahan, Seyedehnafiseh Mirniaharikandehei, Gopichandh Danala, Sai Kiran R. Maryada, Hong Liu, Bin Zheng
Then, support vector machine (SVM) models embedded with several feature dimensionality reduction methods are built to predict likelihood of lesions being malignant.
no code implementations • 1 Sep 2020 • Seyedehnafiseh Mirniaharikandehei, Morteza Heidari, Gopichandh Danala, Sivaramakrishnan Lakshmivarahan, Bin Zheng
Methods: In this study, we explore a new approach to build an optimal ML model.
no code implementations • 11 Jun 2020 • Morteza Heidari, Seyedehnafiseh Mirniaharikandehei, Abolfazl Zargari Khuzani, Gopichandh Danala, Yuchen Qiu, Bin Zheng
In order to address this challenge, we in this study develop and test a new computer-aided diagnosis (CAD) scheme.