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Shawki Saleh

Early heart disease prediction using feature engineering and machine learning algorithms
2024 · Mohammed Amine Bouqentar, Oumaima Terrada, et al. · Heliyon · 101
Predicting patients with Parkinson's disease using Machine Learning and ensemble voting technique
2023 · Shawki Saleh, Bouchaib Cherradi, et al. · Multimedia Tools and Applications · 89
Healthcare monitoring system for automatic database management using mobile application in IoT environment
2022 · Shawki Saleh, Bouchaib Cherradi, et al. · Bulletin of Electrical Engineering and Informatics · 58
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COVID-19 Detection on X-Ray Images using a Combining Mechanism of Pre-trained CNNs
2022 · Oussama El Gannour, Soufiane Hamida, et al. · International Journal of Advanced Computer Science and Applications · 43
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Enhancing Skin Diseases Classification Through Dual Ensemble Learning and Pre-trained CNNs
2023 · Oussama El Gannour, Soufiane Hamida, et al. · International Journal of Advanced Computer Science and Applications · 37
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Optimizing ResNet50 performance using stochastic gradient descent on MRI images for Alzheimer's disease classification
2025 · Mohamed Amine Mahjoubi, Driss Lamrani, et al. · Intelligence-Based Medicine · 34
Toward enhanced skin disease classification using a hybrid RF-DNN system leveraging data balancing and augmentation techniques
2023 · Soufiane Hamida, Driss Lamrani, et al. · Bulletin of Electrical Engineering and Informatics · 27
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Fuzzy based system for coronary artery disease prediction using subtractive clustering and risk factors data
2025 · Abdeljalil El-Ibrahimi, Othmane Daanouni, et al. · Intelligence-Based Medicine · 21
Efficient Medical Diagnosis Hybrid System based on RF-DNN Mixed Model for Skin Diseases Classification
2023 · Soufiane Hamida, Oussama El Gannour, et al. · International Conference on Innovative Research in Applied Science, Engineering and Technology (IRASET) · 20
AIoT-based embedded systems optimization using feature selection for Parkinson's disease diagnosis through speech disorders
2024 · Shawki Saleh, Zakaria Alouani, et al. · Intelligence-Based Medicine · 18
A novel hybrid CNN-KNN ensemble voting classifier for Parkinson’s disease prediction from hand sketching images
2024 · Shawki Saleh, Asmae Ouhmida, et al. · Multimedia Tools and Applications · 16
Healthcare Embedded System for Predicting Parkinson's Disease Based on AI of Things
2023 · Shawki Saleh, Bouchaib Cherradi, et al. · International Conference on Innovative Research in Applied Science, Engineering and Technology (IRASET) · 14
HEFS-MLDR: A novel hybrid ensemble feature selection framework for improved deep neural network architecture in the diagnosis of Parkinson’s disease
2024 · Asmae Ouhmida, Shawki Saleh, et al. · Multimedia Tools and Applications · 11
Enhancing flood risk assessment in northern Morocco with tuned machine learning and advanced geospatial techniques
2024 · Wassima Moutaouakil, Soufiane Hamida, et al. · Journal of Geographical Sciences · 10
A novel contrastive Dual-Branch Network (CDB-Net) for robust EEG-Based Alzheimer’s disease diagnosis
2025 · Zakaria Alouani, Oussama El Gannour, et al. · Brain Research · 7
A Scoping Review of Large Language Models: Architecture and Applications
2024 · Hicham Moujahid, Karima Boutahar, et al. · International Conference on Innovative Research in Applied Science, Engineering and Technology (IRASET) · 7
Enhancing Parkinson's Disease Diagnosis: A Stacking Ensemble Approach Leveraging Machine Learning Techniques
2024 · Ouhmida Asmae, Shawki Saleh, et al. · International Conference on Innovative Research in Applied Science, Engineering and Technology (IRASET) · 6
Predictive Modeling of Flood Susceptibility in Tetouan, Morocco Using Machine Learning Algorithms
2024 · Moutaouakil Wassima, Soufiane Hamida, et al. · International Conference on Innovative Research in Applied Science, Engineering and Technology (IRASET) · 6
Enhanced retinal blood vessels segmentation using deep learning and residual network
2025 · Driss Lamrani, Hanae Cherradi, et al. · Intelligence-Based Medicine · 5
Integrating GIS Data with Machine Learning Approaches for Improved Flood Hazard Prediction
2023 · Wassima Moutaouakil, Soufiane Hamida, et al. · International Conference on Networking, Information Systems & Security (NISS) · 5
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Comprehensive Review of Multimodal Techniques for Neurodegenerative Disease Diagnosis
2025 · Zakaria Alouani, Marwane Beriich, et al. · International Conference on Innovative Research in Applied Science, Engineering and Technology (IRASET) · 3
Advancing Parkinson’s Disease Detection: A Review of AI and Deep Learning Innovations
2025 · Marwane Beriich, Asmae Ouhmida, et al. · International Conference on Innovative Research in Applied Science, Engineering and Technology (IRASET) · 3
Enhanced multiclass brain tumor segmentation using MRI images and explainable AI techniques
2026 · Driss Lamrani, Mohamed Amine Mahjoubi, et al. · Multimedia Tools and Applications · 2
Contrastive Self-Supervised Learning in Medical Signal Processing: Literature Review and Case Study
2024 · Zakaria Alouani, Daanouni Othmane, et al. · International Conference on Circuit, Systems and Communication (ICCSC) · 1
Vulnerability in MobileNet: Case of Diabetes Retinopathy Prediction
2024 · Daanouni Othmane, Shawki Saleh, et al. · International Conference on Innovative Research in Applied Science, Engineering and Technology (IRASET) · 1
Works count: 27
Citation count: 545
H-index: 12
I10-index: 14
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