Hybrid Feature-Learning-Based PSO-PCA Feature Engineering Approach for Blood Cancer Classification

por Atteia, Ghada, Alnashwan, Rana, Hassan, Malak
Publicado 2023

DFTSA-Net: Deep Feature Transfer-Based Stacked Autoencoder Network for DME Diagnosis

por Atteia, Ghada, Abdel Samee, Nagwan, Zohair Hassan, Hassan
Publicado 2021

BO-ALLCNN: Bayesian-Based Optimized CNN for Acute Lymphoblastic Leukemia Detection in Microscopic Blood Smear Images

por Atteia, Ghada, Alhussan, Amel A., Samee, Nagwan Abdel
Publicado 2022

CADFU for Dermatologists: A Novel Chronic Wounds & Ulcers Diagnosis System with DHuNeT (Dual-Phase Hyperactive UNet) and YOLOv8 Algorithm

por Shah, Syed Muhammad Ahmed Hassan, Rizwan, Atif, Atteia, Ghada, Alabdulhafith, Maali
Publicado 2023

Clinical Decision Support Framework for Segmentation and Classification of Brain Tumor MRIs Using a U-Net and DCNN Cascaded Learning Algorithm

por Samee, Nagwan Abdel, Ahmad, Tahir, Mahmoud, Noha F., Atteia, Ghada, Abdallah, Hanaa A., Rizwan, Atif
Publicado 2022

A Hybrid Deep Transfer Learning of CNN-Based LR-PCA for Breast Lesion Diagnosis via Medical Breast Mammograms

por Samee, Nagwan Abdel, Alhussan, Amel A., Ghoneim, Vidan Fathi, Atteia, Ghada, Alkanhel, Reem, Al-antari, Mugahed A., Kadah, Yasser M.
Publicado 2022

Classification Framework for Medical Diagnosis of Brain Tumor with an Effective Hybrid Transfer Learning Model

por Samee, Nagwan Abdel, Mahmoud, Noha F., Atteia, Ghada, Abdallah, Hanaa A., Alabdulhafith, Maali, Al-Gaashani, Mehdhar S. A. M., Ahmad, Shahab, Muthanna, Mohammed Saleh Ali
Publicado 2022