Early Alzheimer disease detection with bag-of-visual-words and hybrid fusion on structural MRI. - Olfa Ben Ahmed; Jenny Benois-Pineau; Chokri Ben Amar; Michèle Allard; Gwenaelle Catheline (CBMI, 2013)

Diffusion Tensor Imaging retrieval for Alzheimer's disease diagnosis. - Olfa Ben Ahmed; Jenny Benois-Pineau; Michèle Allard; Gwenaelle Catheline; Chokri Ben Amar (CBMI, 2014)

Features-based approach for Alzheimer's disease diagnosis using visual pattern of water diffusion in tensor diffusion imaging. - Olfa Ben Ahmed; Jenny Benois-Pineau; Chokri Ben Amar; Michele Aliara; Gwenaelle Catheline (ICIP, 2015)

Alzheimer's disease diagnosis on structural MR images using circular harmonic functions descriptors on hippocampus and posterior cingulate cortex. - Olfa Ben Ahmed; Maxim M. Mizotin; Jenny Benois-Pineau; Michèle Allard; Gwénaëlle Catheline; Chokri Ben Amar (Comput. Medical Imaging Graph., 2015)

Classification of Alzheimer's disease subjects from MRI using hippocampal visual features. - Olfa Ben Ahmed; Jenny Benois-Pineau; Michèle Allard; Chokri Ben Amar; Gwénaëlle Catheline (Multim. Tools Appl., 2015)

Classification des IRM par les descripteurs de contenu : application au diagnostic précoce de la maladie d'Alzheimer. (Features-based MRI brain classification with domain knowledge : application to Alzheimer's disease diagnosis). - Olfa Ben Ahmed (2015)

Saliency Guided Computer-aided Diagnosis for Neurodegenerative Dementia. - Olfa Ben Ahmed; Mohamed-Chaker Larabi; Marc Paccalin; Christine Fernandez-Maloigne (BIOIMAGING, 2017)

Modeling multimodal cues in a deep learning-based framework for emotion recognition in the wild. - Stefano Pini; Olfa Ben Ahmed; Marcella Cornia; Lorenzo Baraldi 001; Rita Cucchiara; Benoit Huet (ICMI, 2017)

Multi-view visual saliency-based MRI classification for alzheimer's disease diagnosis. - Olfa Ben Ahmed; François Lecellier; Marc Paccalin; Christine Fernandez-Maloigne (IPTA, 2017)

EURECOM@MediaEval 2017: Media Genre Inference for Predicting Media Interestingness. - Olfa Ben Ahmed; Jonas Wacker; Alessandro Gaballo; Benoit Huet (MediaEval, 2017)

NexGenTV: Providing Real-Time Insight during Political Debates in a Second Screen Application. - Olfa Ben Ahmed; Gabriel Sargent; Florian Garnier; Benoit Huet; Vincent Claveau; Laurence Couturier; Raphaël Troncy; Guillaume Gravier; Philémon Bouzy; Fabrice Leménorel (ACM Multimedia, 2017)

Recognition of Alzheimer's disease and Mild Cognitive Impairment with multimodal image-derived biomarkers and Multiple Kernel Learning. - Olfa Ben Ahmed; Jenny Benois-Pineau; Michèle Allard; Gwénaëlle Catheline; Chokri Ben Amar (Neurocomputing, 2017)

Deep Multimodal Features for Movie Genre and Interestingness Prediction. - Olfa Ben Ahmed; Benoit Huet (CBMI, 2018)

A Study on the Sensitivity-Based Discriminative Hyperspectral Image Content Representation. - Olfa Ben Ahmed; Thierry Urruty; Noël Richard; Christine Fernandez-Maloigne (CBMI, 2018)

Toward Content-Based Hyperspectral Remote Sensing Image Retrieval (CB-HRSIR): A Preliminary Study Based on Spectral Sensitivity Functions. - Olfa Ben Ahmed; Thierry Urruty; Noël Richard; Christine Fernandez-Maloigne (Remote. Sens., 2019)

DeepMRS: An End-to-End Deep Neural Network for Dementia Disease Detection using MRS Data. - Olfa Ben Ahmed; Seifeddine Fezzani; Carole Guillevin; Lobna Fezai; Mathieu Naudin; Benoit Gianelli; Christine Fernandez-Maloigne (ISBI, 2020)

A survey on machine learning in Internet of Things: Algorithms, strategies, and applications. - Seifeddine Messaoud; Abbas Bradai; Syed Hashim Raza Bukhari; Pham Tran Anh Quang; Olfa Ben Ahmed; Mohamed Atri (Internet Things, 2020)

Explainable AI for Medical Imaging: Knowledge Matters. - Pascal Bourdon; Olfa Ben Ahmed; Thierry Urruty; Khalifa Djemal; Christine Fernandez-Maloigne (Multi-faceted Deep Learning, 2021)

TWIN-GRU: Twin Stream GRU Network for Action Recognition from RGB Video. - Hajer Essefi; Olfa Ben Ahmed; Christel Bidet-Ildei; Yannick Blandin; Christine Fernandez-Maloigne (ICAART (2), 2021)

Deep Federated Q-Learning-Based Network Slicing for Industrial IoT. - Seifeddine Messaoud; Abbas Bradai; Olfa Ben Ahmed; Pham Tran Anh Quang; Mohamed Atri; M. Shamim Hossain (IEEE Trans. Ind. Informatics, 2021)

Cross-Modal Learning for Audio-Visual Emotion Recognition in Acted Speech. - Yassamine Lala Bouali; Olfa Ben Ahmed; Smaine Mazouzi (ATSIP, 2022)

MRS-XNet: An Explainable One-Dimensional Deep Neural Network for Magnetic Spectroscopic Data Classification. - Anouar Kherchouche; Olfa Ben Ahmed; Carole Guillevin; Benoit Tremblais; Adrien Julian; Rémy Guillevin (ICIP, 2022)

Video Memorability Prediction using Deep Features and Loss-based Memorability Distribution Estimation. - Safaa Azzakhnini; Olfa Ben Ahmed; Christine Fernandez-Maloigne (MediaEval, 2022)

MISS-Net: Multi-view Contrastive Transformer Network for MCI Stages Prediction Using Brain 18F-FDG PET Imaging. - Anouar Kherchouche; Olfa Ben Ahmed; Carole Guillevin; Benoit Tremblais; Christine Fernandez-Maloigne; Rémy Guillevin (PRIME@MICCAI, 2022)

A Self-attentive Meta-learning Approach for Image-Based Few-Shot Disease Detection. - Achraf Ouahab; Olfa Ben Ahmed; Christine Fernandez-Maloigne (REMIA@MICCAI, 2022)

Attention-guided neural network for early dementia detection using MRS data. - Anouar Kherchouche; Olfa Ben Ahmed; Carole Guillevin; Benoit Tremblais; Adrien Julian; Christine Fernandez-Maloigne; Rémy Guillevin (Comput. Medical Imaging Graph., 2022)

Deep learning-based video quality enhancement for the new versatile video coding. - Soulef Bouaafia; Randa Khemiri; Seifeddine Messaoud; Olfa Ben Ahmed; Fatma Ezahra Sayadi (Neural Comput. Appl., 2022)

Dual-Path Image Reconstruction: Bridging Vision Transformer and Perceptual Compressive Sensing Networks. - Zakaria Bairi; Kadda Beghdad Bey; Olfa Ben Ahmed; Abdenour Amamra; Abbas Bradai (FedCSIS, 2023)

PSCS-Net: Perception Optimized Image Reconstruction Network for Autonomous Driving Systems. - Zakaria Bairi; Olfa Ben Ahmed; Abdenour Amamra; Abbas Bradai; Kadda Beghdad Bey (IEEE Trans. Intell. Transp. Syst., 2023)

Energy Efficiency Optimization in LoRa Networks - A Deep Learning Approach. - Lam-Thanh Tu; Abbas Bradai; Olfa Ben Ahmed; Sahil Garg; Yannis Pousset; Georges Kaddoum (IEEE Trans. Intell. Transp. Syst., 2023)

Cross-Lingual Transfert Learning for Speech Emotion Recognition. - Imen Baklouti; Olfa Ben Ahmed; Raoudha Baklouti; Christine Fernandez (ATSIP, 2024)

Affordable Deep learning-based Leaf Disease Detection and Localization for Precision Agriculture. - Balkis Tej; Soulef Bouaafia; Olfa Ben Ahmed; Mohamed Ali Hajjaji; Abdellatif Mtibaa (ATSIP, 2024)

Graph Convolutional Network (GCN) Approach for Fingerprint Security. - Hedi Boukamcha; Olfa Ben Ahmed (ComNet, 2024)

Cross-Lingual Low-Resources Speech Emotion Recognition with Domain Adaptive Transfer Learning. - Imen Baklouti; Olfa Ben Ahmed; Christine Fernandez-Maloigne (DATA, 2024)

Towards Efficient Driver Distraction Detection with DARTS-Optimized Lightweight Models. - Yassamine Lala Bouali; Olfa Ben Ahmed; Smaine Mazouzi; Abbas Bradai (ICAART (1), 2024)

Towards Resource-Efficient Deep Learning for Train Scene Semantic Segmentation. - Marie-Claire Iatrides; Petra Gomez-Krämer; Olfa Ben Ahmed; Sylvain Marchand (VISIGRAPP (3): VISAPP, 2025)

ProtoMed: Prototypical networks with auxiliary regularization for few-shot medical image classification. - Achraf Ouahab; Olfa Ben Ahmed (Image Vis. Comput., 2025)