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Houmem Slimi
Affiliation : Tunis University · National Engineering School of Tunis · ENSIT
- 12Publications (affiliation in Tunisia)
- 13Total publications
- 57Citations
- 5h-index
Research profile
Houmem Slimi has 12 indexed publications (2024–2026). Their work appears mainly in “Signals”, “Scientific Reports” and “IEEE International Conference on Image Processing, Applications and Systems (IPAS)”. Their most cited article, “A combinatorial deep learning method for Alzheimer’s disease classification-based merging pretrained networks” (2024), has been cited 18 times. Their work is co-authored with at least 5 researchers, including institutions in France.
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Create my free profile Add my publicationsResearch areas
- Radiomics and Machine Learning in Medical Imaging
- Dementia and Cognitive Impairment Research
- Pneumonia and Respiratory Infections
- AI in cancer detection
- COVID-19 diagnosis using AI
Publications (12)
- GALEN-Net-Fuse: code, patient-grouped folds, training logs and per-image predictions for the controlled evaluation of local-global encoder fusion in chest radiograph pneumonia detection
- WaveCAF: A Wavelet–Spatial Cross-Attention Fusion Network for Robust and Data-Efficient Pneumonia Detection in Chest X-Rays
- Trustworthy pneumonia detection in chest X-ray imaging through attention-guided deep learning
- Revolutionizing Alzheimer’s disease detection with a cutting-edge CAPCBAM deep learning framework
- Biologically inspired hybrid model for Alzheimer’s disease classification using structural MRI in the ADNI dataset
- Augmented Gait Classification: Integrating YOLO, CNN–SNN Hybridization, and GAN Synthesis for Knee Osteoarthritis and Parkinson’s Disease
- Advanced Deep Learning Strategies for Breast Cancer Image Analysis
- Revolutionary MRI Imaging for Alzheimer's: Cutting-Edge GANs and Vision Transformer Solutions
- Enhanced pneumonia classification from chest X-ray images using hybrid capsule and LSTM networks with attention mechanisms and GAN integration
- A combinatorial deep learning method for Alzheimer’s disease classification-based merging pretrained networks
- Advanced deep learning strategies for breast cancer image analysis
- Optimized Transfer Learning Models for Breast Cancer image classification
Publication venues
- Signals × 2
- Scientific Reports × 2
- IEEE International Conference on Image Processing, Applications and Systems (IPAS) × 2
- Zenodo (CERN European Organization for Nuclear Research) × 1
- Frontiers in Artificial Intelligence × 1
- Progress in Artificial Intelligence × 1
Publications per year
- 20262
- 20257
- 20243
Collaborations
Partner institutions : Université de Toulon · Jeunesse - Activité Physique et Sportive, santé · Tunis El Manar University
Co-authors’ countries : France
Co-authors
Bibliographic data from OpenAlex (open database).
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