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Author

Sameh Abd El-Ghany

Observed names: S. Abdel-Ghany, Sameh Abd, Sameh Abd EL-Ghany, Sameh Abd ElGhany, Sameh Abd-Elghany, Sameh. Abd-Elghany
ORCID: 0000-0001-6888-5114
Observed ORCIDs: 0000-0001-6888-5114, 0000-0002-5903-3048
OpenAlex ID: A5002969283
A fully automatic fine tuned deep learning model for knee osteoarthritis detection and progression analysis
2023 · Sameh Abd El-Ghany, Mohammed Elmogy, et al. · Egyptian Informatics Journal · 68
Computer-Aided Diagnosis System for Blood Diseases Using EfficientNet-B3 Based on a Dynamic Learning Algorithm
2023 · Sameh Abd El-Ghany, Mohammed Elmogy, et al. · Diagnostics · 52
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An Efficient Deep Learning Model for Olive Diseases Detection
2019 · Madallah Alruwaili, Saad Alanazi, et al. · International Journal of Advanced Computer Science and Applications · 51
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A-Tuning Ensemble Machine Learning Technique for Cerebral Stroke Prediction
2023 · Meshrif Alruily, Sameh Abd El-Ghany, et al. · Applied Sciences · 48
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Diagnosis of Various Skin Cancer Lesions Based on Fine-Tuned ResNet50 Deep Network
2021 · Sameh Abd ElGhany, Mai Ramadan Ibraheem, et al. · Computers, materials & continua/Computers, materials & continua (Print) · 37
Robustness Fine-Tuning Deep Learning Model for Cancers Diagnosis Based on Histopathology Image Analysis
2023 · Sameh Abd El-Ghany, Mohammad Azad, et al. · Diagnostics · 34
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Big IoT Healthcare Data Analytics Framework Based on Fog and Cloud Computing
2020 · Hamoud Alshammari, Sameh Abd El-Ghany, et al. · Journal of Information Processing Systems · 31
Computer-Aided Diagnosis for Early Signs of Skin Diseases Using Multi Types Feature Fusion Based on a Hybrid Deep Learning Model
2022 · Saleh Naif Almuayqil, Sameh Abd El-Ghany, et al. · Electronics · 27
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A Literature Review of Image Retrieval based On Semantic Concept
2012 · Alaa. M.Riad, Hamdy. K. Elminir, et al. · International Journal of Computer Applications · 26
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KidneyNet: A Novel CNN-Based Technique for the Automated Diagnosis of Chronic Kidney Diseases from CT Scans
2024 · Saleh Naif Almuayqil, Sameh Abd El-Ghany, et al. · Electronics · 25
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An Accurate Deep Learning-Based Computer-Aided Diagnosis System for Gastrointestinal Disease Detection Using Wireless Capsule Endoscopy Image Analysis
2024 · Sameh Abd El-Ghany, Mahmood A. Mahmood, et al. · Applied Sciences · 25
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Ensemble deep learning for Alzheimer’s disease diagnosis using MRI: Integrating features from VGG16, MobileNet, and InceptionResNetV2 models
2025 · Meshrif Alruily, A A Abd El-Aziz, et al. · PLoS ONE · 24
Advanced Deep Learning Fusion Model for Early Multi-Classification of Lung and Colon Cancer Using Histopathological Images
2024 · A. A. Abd El-Aziz, Mahmood A. Mahmood, et al. · Diagnostics · 23
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XAI-Enhanced Machine Learning for Obesity Risk Classification: A Stacking Approach With LIME Explanations
2025 · Mohammad Azad, Md Faraz Kabir Khan, et al. · IEEE Access · 20
A Robust Tuberculosis Diagnosis Using Chest X-Rays Based on a Hybrid Vision Transformer and Principal Component Analysis
2024 · Sameh Abd El-Ghany, Mohammed Elmogy, et al. · Diagnostics · 20
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A Robust EfficientNetV2-S Classifier for Predicting Acute Lymphoblastic Leukemia Based on Cross Validation
2024 · A. A. Abd El-Aziz, Mahmood A. Mahmood, et al. · Symmetry · 17
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Adaptive Dynamic Learning Rate Optimization Technique for Colorectal Cancer Diagnosis Based on Histopathological Image Using EfficientNet-B0 Deep Learning Model
2024 · Sameh Abd El-Ghany, Mahmood A. Mahmood, et al. · Electronics · 16
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Enhancing Early Detection of Oral Squamous Cell Carcinoma: A Deep Learning Approach with LRT-Enhanced EfficientNet-B3 for Accurate and Efficient Histopathological Diagnosis
2025 · A. A. Abd El-Aziz, Mahmood A. Mahmood, et al. · Diagnostics · 15
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A Hybrid Model of Feature Extraction and Dimensionality Reduction Using ViT, PCA, and Random Forest for Multi-Classification of Brain Cancer
2025 · Hisham Allahem, Sameh Abd El-Ghany, et al. · Diagnostics · 13
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An Enhanced Plant Disease Classifier Model Based on Deep Learning Techniques
2019 · Madallah Alruwaili, Sameh Abd El-Ghany, et al. · International Journal of Engineering and Advanced Technology · 12
EfficientNet-B3-Based Automated Deep Learning Framework for Multiclass Endoscopic Bladder Tissue Classification
2025 · A. A. Abd El-Aziz, Mahmood A. Mahmood, et al. · Diagnostics · 10
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Web Image Retrieval Search Engine based on Semantically Shared Annotation
2012 · A. M. Riad, Hamdy K. Elminir, et al. · 10
FracFusionNet: A Multi-Level Feature Fusion Convolutional Network for Bone Fracture Detection in Radiographic Images
2025 · Sameh Abd El-Ghany, Mahmood A. Mahmood, et al. · Diagnostics · 7
Segmentation-enhanced approach for emotion detection from EEG signals using the fuzzy C-mean and SVM
2025 · Mahmood A. Mahmood, Khalaf Alsalem, et al. · Scientific Reports · 6
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Automated Eye Disease Diagnosis Using a 2D CNN with Grad-CAM: High-Accuracy Detection of Retinal Asymmetries for Multiclass Classification
2025 · Sameh Abd El-Ghany, Mahmood A. Mahmood, et al. · Symmetry · 5
Works count: 43
Citation count: 669
H-index: 16
I10-index: 22
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