Publications

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CancerNet-W: A Symmetry-Driven Adaptive Deep Learning Pipeline with Dynamic Learning Rate Control for Early Breast and Cervical Cancer Detection

Symmetry | Vol. 18 | Issue 2 | 2026

DOI: https://doi.org/10.3390/sym18020314

A Hybrid Deep Learning Framework for Automated Dental Disorder Diagnosis from X-Ray Images

Journal of Clinical Medicine | Vol. 15 | Issue 3 | 2026

DOI: https://doi.org/10.3390/jcm15031076

A Multi-Stage Hybrid Learning Model with Advanced Feature Fusion for Enhanced Prostate Cancer Classification

diagnostics | Vol. 15 | Issue 24 | 2025

DOI: https://doi.org/10.3390/ diagnostics15243235

EfficientNet-B3-Based Automated Deep Learning Framework for Multiclass Endoscopic Bladder Tissue Classification

diagnostics | Vol. 15 | Issue 19 | 2025

DOI: https://doi.org/ 10.3390/diagnostics15192515

Segmentation-enhanced approach for emotion detection from EEG signals using the fuzzy C-mean and SVM

Scientific Reports | Vol. 15 | Issue 1 | 2025

DOI: https://doi.org/10.1038/s41598-025-17220-w

Leveraging Fuzzy C-Means and EfficientNetB0 for Improved ECG Image Classification

INTERNATIONAL JOURNAL OF COMPUTERS COMMUNICATIONS & CONTROL | Vol. 20 | Issue 4 | 2025

DOI: https://doi.org/10.15837/ijccc.2025.4.7050

A robust tuned EfficientNet-B2 using dynamic learning for predicting different grades of brain cancer

Egyptian Informatics Journal | Vol. 30 | Issue June 2025, | 2025

DOI: https://doi.org/10.1016/j.eij.2025.100694

Ensemble deep learning for Alzheimer’s disease diagnosis using MRI: Integrating features from VGG16, MobileNet, and InceptionResNetV2 models

Plos One | Vol. 20 | Issue 4 | 2025

DOI: https://doi.org/10.1371/journal.pone.0318620

A Robust EfficientNetV2-S Classifier for Predicting Acute Lymphoblastic Leukemia Based on Cross Validation

Symmetry | Vol. 17 | Issue 1 | 2024

DOI: https://doi.org/10.3390/sym17010024

KidneyNet: A Novel CNN-Based Technique for the Automated Diagnosis of Chronic Kidney Diseases from CT scans

electronics | Vol. 13 | Issue 24 | 2024

DOI: https://doi.org/10.3390/electronics13244981

An Accurate Deep Learning-Based Computer-Aided Diagnosis System for Gastrointestinal Disease Detection Using Wireless Capsule Endoscopy Image Analysis

Applied Sciences | Vol. 14 | Issue 22 | 2024

DOI: https://doi.org/10.3390/app142210243

Advanced Deep Learning Fusion Model for Early Multi-Classification of Lung and Colon Cancer Using Histopathological Images

diagnostics | Vol. 14 | Issue 20 | 2024

DOI: https://doi.org/10.3390/diagnostics14202274

Diagnosis of patellofemoral osteoarthritis using enhanced sequential deep learning techniques

Egyptian Informatics Journal | 2023

DOI: https://doi.org/10.1016/j.eij.2023.100391

Reliable prediction of software defects using Shapley interpretable machine learning models

Egyptian Informatics Journal | 2023

DOI: https://doi.org/10.1016/j.eij.2023.05.011

A New Approach for Cancer Prediction based on Deep Neural Learning

Journal of King Saud University - Computer and Information Sciences | 2023

DOI: https://doi.org/10.1016/j.jksuci.2023.101565

A fully automatic fine tuned deep learning model for knee osteoarthritis detection and progression analysis

Egyptian Informatics Journal | 2023

DOI: https://doi.org/10.1016/j.eij.2023.03.005

A-Tuning Ensemble Machine Learning Technique for Cerebral Stroke Prediction

Applied Sciences | 2023

DOI: https://doi.org/10.3390/app13085047

Computer-Aided Diagnosis System for Blood Diseases Using EfficientNet-B3 Based on a Dynamic Learning Algorithm

Diagnostics | 2023

DOI: https://doi.org/10.3390/diagnostics13030404

Multiple Ocular Disease Diagnosis Using Fundus Images Based on Multi-Label Deep Learning Classification

Electronics | 2022

DOI: https://doi.org/10.3390/electronics11131966

Design a secure IoT Architecture using Smart Wireless Networks

International Journal of Communication Networks and Information Security | 2020

DOI: https://doi.org/10.17762/ijcnis.v12i3.4877