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Mohamed Amroune

Early detection and diagnosis of lung cancer using YOLO v7, and transfer learning
2023 · Selma Mammeri, Mohamed Amroune, et al. · Multimedia Tools and Applications · 75
From Binary to Multi-Class Classification: A Two-Step Hybrid CNN-ViT Model for Chest Disease Classification Based on X-Ray Images
2024 · Yousra Hadhoud, Tahar Mekhaznia, et al. · Diagnostics · 56
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Exploring Variational Autoencoders for Medical Image Generation: A Comprehensive Study
2024 · Rais, Khadija, Amroune, Mohamed, et al. · arXiv (Cornell University) · 30
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Lightweight deep learning model to secure authentication in Mobile Cloud Computing
2021 · Abdelhakim Zeroual, Mohamed Amroune, et al. · Journal of King Saud University - Computer and Information Sciences · 26
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Breast Cancer Lesion Detection and Segmentation Based On Mask R-CNN
2021 · Hama Soltani, Mohamed Amroune, et al. · International Conference on Recent Advances in Mathematics and Informatics (ICRAMI) · 23
An improvement of the CNN-XGboost model for pneumonia disease classification
2023 · Yousra Hedhoud, Tahar Mekhaznia, et al. · Polish Journal of Radiology · 18
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CAT-VAE: A Cross-Attention Transformer-Enhanced Variational Autoencoder for Improved Image Synthesis
2025 · Khadija Rais, Mohamed Amroune, et al. · Statistics Optimization & Information Computing · 13
Medical Image Generation Techniques for Data Augmentation: Disc-VAE versus GAN
2024 · Khadija Rais, Mohamed Amroune, et al. · International Conference on Pattern Analysis and Intelligent Systems (PAIS) · 13
Breast lesions segmentation and classification in a two-stage process based on Mask-RCNN and Transfer Learning
2023 · Hama Soltani, Mohamed Amroune, et al. · Multimedia Tools and Applications · 13
Multi-Input CNN for molecular classification in breast cancer
2021 · Mohamed Gasmi, Makhlouf Derdour, et al. · International Conference on Recent Advances in Mathematics and Informatics (ICRAMI) · 13
A review of recent aspect extraction techniques for opinion mining systems
2018 · Bouras Dalila, Amroune Mohamed, et al. · International Conference on Natural Language and Speech Processing (ICNLSP) · 12
LAMIS-DMDB: A new full field digital mammography database for breast cancer AI-CAD researches
2023 · Otmani Imane, Amroune Mohamed, et al. · Biomedical Signal Processing and Control · 11
SegFormer: Semantic Segmentation Based Tranformers For Corrosion Detection
2023 · Abid Safa, Amroune Mohamed, et al. · International Conference on Networking and Advanced Systems (ICNAS) · 11
Towards a Secure Online E-voting Protocol Based on Palmprint Features
2018 · Abdallah Meraoumia, Hakim Bendjenna, et al. · International Conference on Pattern Analysis and Intelligent Systems (PAIS) · 11
Personalized Online Learning: Context Driven Massive Open Online Courses
2021 · Benmedakhene Nadira, Derdour Makhlouf, et al. · International Journal of Web-Based Learning and Teaching Technologies · 10
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Evaluating Class Integrity in GAN-Generated Synthetic Medical Datasets
2025 · Khadija Rais, Mohamed Amroune, et al. · International Conference on Networking and Advanced Systems (ICNAS) · 8
Using a Fine-Tuning Method for a Deep Authentication in Mobile Cloud Computing Based on Tensorflow Lite Framework
2019 · Abdelhakim Zeroual, Makhlouf Derdour, et al. · International Conference on Networking and Advanced Systems (ICNAS) · 8
Deep authentication model in Mobile Cloud Computing
2018 · Abdelhakim Zeroual, Mohamed Amroune, et al. · International Conference on Pattern Analysis and Intelligent Systems (PAIS) · 8
AspeCis: An Aspect-Oriented Approach to Develop a Cooperative Information System
2011 · Mohamed Amroune, Jean-Michel Inglebert, et al. · Lecture notes in computer science · 8
Comparative Study of Data Augmentation Approaches for Improving Medical Image Classification
2023 · Khadija Rais, Mohamed Amroune, et al. · International Conference on Computational Science and Computational Intelligence (CSCI) · 7
A Blockchain-Based Model for Efficient, Privacy-Preserving Online Medical Diagnoses
2022 · Khadija Rais, Makhlouf Derdour, et al. · International Conference on Pattern Analysis and Intelligent Systems (PAIS) · 6
Enhancing Medical Image Analysis through Geometric and Photometric transformations
2025 · Rais, Khadija, Amroune, Mohamed, et al. · arXiv (Cornell University) · 5
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A Cascade Model to Detect and Segment Lung Nodule Using YOLOv8 and Resnet50U ‐Net
2025 · Selma Mammeri, Mohamed‐Yassine Haouam, et al. · International Journal of Imaging Systems and Technology · 5
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Advancements in Breast Cancer Diagnosis: A Comprehensive Review of Mammography Datasets, Preprocessing and Classification Techniques
2024 · Hama Soltani, Issam Bendib, et al. · Acta Informatica Pragensia · 5
Applications of Machine Learning in Corrosion Detection
2024 · Nessreddin Daoudi, Mohamed Yassine Haouam, et al. · International Conference on Pattern Analysis and Intelligent Systems (PAIS) · 5
Works count: 54
Citation count: 444
H-index: 11
I10-index: 15
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