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Saida Sarra Boudouh

Observed names: Boudouh, Saida Sarra, S. S. Boudouh
ORCID: 0000-0002-2608-747X
Observed ORCID: 0000-0002-2608-747X
OpenAlex ID: A5001982257
Advancing fire detection: two-stage deep learning with hybrid feature extraction using faster R-CNN approach
2024 · Maroua Cheknane, Tahar Bendouma, et al. · Signal Image and Video Processing · 45
Advancing precision in breast cancer detection: a fusion of vision transformers and CNNs for calcification mammography classification
2024 · Saida Sarra Boudouh, Mustapha Bouakkaz · Applied Intelligence · 23
Breast cancer: toward an accurate breast tumor detection model in mammography using transfer learning techniques
2023 · Saida Sarra Boudouh, Mustapha Bouakkaz · Multimedia Tools and Applications · 23
Breast Cancer: Using Deep Transfer Learning Techniques AlexNet Convolutional Neural Network For Breast Tumor Detection in Mammography Images
2022 · Saida Sarra Boudouh, Mustapha Bouakkaz · International Conference on Image and Signal Processing and their Applications (ISPA) · 23
Breast cancer: new mammography dual-view classification approach based on pre-processing and transfer learning techniques
2023 · Saida Sarra Boudouh, Mustapha Bouakkaz · Multimedia Tools and Applications · 19
Breast Cancer: Breast Tumor Detection Using Deep Transfer Learning Techniques in Mammogram Images
2022 · Saida Sarra Boudouh, Mustapha Bouakkaz · 15
New enhanced breast tumor detection approach in mammogram scans based on pre-processing and deep transfer learning techniques
2023 · Saida Sarra Boudouh, Mustapha Bouakkaz · Multimedia Tools and Applications · 14
Enhanced breast mass mammography classification approach based on pre-processing and hybridization of transfer learning models
2023 · Saida Sarra Boudouh, Mustapha Bouakkaz · Journal of Cancer Research and Clinical Oncology · 9
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Breast Tumor Detection In Mammogram Images Using Convolutional Neural Networks
2022 · Saida Sarra Boudouh, Mustapha Bouakkaz · International Conference on Sciences of Electronics, Technologies of Information and Telecommunications · 4
The role of pre-processing, machine, and deep learning approaches in advancing breast cancer diagnosis and detection using different data modalities: a review
2025 · Saida Sarra Boudouh, Mustapha Bouakkaz · Multimedia Tools and Applications · 3
Balancing Energy and Latency in Multi-Edge MEC Systems Using DQN-Based Task Offloading
2025 · Mohammed Idris Remmache, Saida Sarra Boudouh, et al. · International Conference on Pattern Analysis and Intelligent Systems (PAIS) · 3
Leveraging distributed data for glaucoma detection: a federated learning approach
2025 · Saida Sarra Boudouh, Maroua Cheknane, et al. · IET conference proceedings. · 3
Breast abnormalities classification using pre-processing and deep transfer learning techniques
2024 · Saida Sarra Boudouh, Mustapha Bouakkaz · IET conference proceedings. · 3
Breast cancer: deep transfer learning techniques for breast tumor detection in mammography
2023 · S. S. Boudouh, M. Bouakkaz · IET conference proceedings. · 3
Tuberculosis classification from chest X-rays using hybrid CNN-transformer architecture leveraging LSTM feature selection
2026 · Saida Sarra Boudouh · IET conference proceedings.
A scalable hierarchical federated learning approach using dense cross-fusion bridge network for glaucoma detection
2026 · Saida Sarra Boudouh, Tahar Bendouma, et al. · Cluster Computing
AQGTO: Adaptive Q-Learning-Guided Gorilla Troops Optimizer for 3D UAV Path Planning in Precision Agriculture
2026 · Tahar Bendouma, Saida Sarra Boudouh, et al. · Drones
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Federated Learning for Skin Lesion Classification: An Attention-Enhanced EfficientNetV2 with Advanced weighted Aggregation
2026 · Sirine Charef, Hadjer Bouziani, et al. · International Conference on Pattern Analysis and Intelligent Systems (PAIS)
Multimodal Learning for Multilabel Chest Disease Diagnosis: Gated Recurrence and Transformer Depth Effects
2026 · Maroua Cheknane, Saida Sarra Boudouh, et al. · International Conference on Pattern Analysis and Intelligent Systems (PAIS)
ADAN-Driven Tuberculosis Diagnosis: A Deep Learning Approach for Chest X-Rays
2024 · Amina Djoudi, Saida Sarra Boudouh, et al. · International Conference on Telecommunications and Intelligent Systems (ICTIS)
Advancing Fire Detection: A One-Stage Object Detection Approach Using YOLOv5 and YOLOv8 Models
2024 · Maroua Cheknane, Saida Sarra Boudouh, et al. · Advances in intelligent systems research/Advances in Intelligent Systems Research
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Breast Micro-Calcification Classification: Xception and DenseNet201 Feature Fusion in Mammography
2024 · Saida Sarra Boudouh, Mustapha Bouakkaz · International Conference on Image and Signal Processing and their Applications (ISPA)
Works count: 23
Citation count: 190
H-index: 8
I10-index: 7
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