publications

2023

1. 

   Nano-AutoGrad: A Micro-Framework Engine Based on Automatic Differentiation for Building and Training Neural Networks

   Ahmad Wajeeh Yousef Elayan, and Ali Almakhadmeh

   2023

   HTML PDF

2. 

   Strategy Learning of Scaling Vision-Model 3D Volumetric Data in Biom-edical Segmentation Task Brain Tumor: An Ensemble Learning Approach to BraTS 2020 Challenge

   Phys. Rev., Fre 2023

   Abs PDF

   Two segmentation models, 3D U-Net++ and 3D U-Net++ with attention gate, are trained using different learning strategies on the BraTS 2020 dataset. Hyperparameters are adjusted, and diverse loss functions are employed. The models segment gliomas

3. 

   Attention Filter Gate U-Net: Learning from Frequency domain for Medical image Segmentation

   Ahmad Wajeeh Yousef Elayan. Younes Elbrag

   Fre 2023

   PDF

2022

1. Identification of lung nodules CT scan using YOLOv5 based on convolution neural network

   Haytham Al Ewaidat, and Youness El Brag

   arXiv e-prints, Fre 2022

   HTML

2021

1. 

   DCGAN for Enhancing Eye Diseases Classification.

   Mahmoud Smaida, Serhii Yaroshchak, and Youness El Barg

   In CMIS, Fre 2021

2. 

   Medical Image Enhancement Based on Convolutional Denoising Autoencoders and GMD Model.

   Serhii Yaroshchak, Mahmoud Smaida, and Youness El Barg

   In MoMLeT+ DS, Fre 2021

   PDF