Two Methods for Analysis of Dynamic Scintigraphic Images of the Heart. - Kamel Hamrouni; Nawrès Khalifa (Int. Arab J. Inf. Technol., 2006)

Using the Active Appearance Models for the Localisation of the Left Ventricle in Planar Scintigraphic Images. - Yosra Wahabi; Nawrès Khalifa; Kamel Hamrouni; Noureddine Ellouze (IPCV, 2008)

A Based Bayesian Wavelet Thresholding Method to Enhance Nuclear Imaging. - Nawrès Khalifa; Najla Gribaa; Imen Mbazaa; Kamel Hamrouni (Int. J. Biomed. Imaging, 2009)

Left Ventricle Tracking in Isotopic Ventriculography Using Statistical Deformable Models. - Nawrès Khalifa; Said Ettaeib; Yosra Wahabi; Kamel Hamrouni (Int. Arab J. Inf. Technol., 2010)

Binary Image Registration Based on Geometric Moments: Application to the Registraion of 3D Segmented CT Head Images. - Najla Gribaa; Vincent Noblet; Nawrès Khalifa; Sylvain Faisan; Kamel Hamrouni (Int. J. Image Graph., 2012)

About using Computed Tomography (CT) in Ischemic Stroke. - Mokhtar Mars; Nawres Khlifa (ATSIP, 2014)

Fiber tracking in the white matter. - Ines Ben Alaya; Mokhtar Mars; Nawres Khlifa; Tarek Kraiem (IPAS, 2014)

Parametric images for the assessment of cardiac kinetics by magnetic resonance imaging (MRI). - Narjes Ben Ameur; Nawres Khlifa; Tarek Kraiem (IPAS, 2014)

Ultrasound image denoising using a combination of bilateral filtering and stationary wavelet transform. - Olfa Moussa; Nawres Khlifa (IPAS, 2014)

Detection of intracranial aneurysm in angiographic images using fuzzy approaches. - Ines Rahmany; Nawres Khlifa (IPAS, 2014)

Phantom conception for development of planar scintigraphic image restoration procedures. - Fatma Makhlouf; Hatem Besbes; Nawres Khlifa; Chokri Ben Amar; Basel Solaiman (SMC, 2014)

Fall Detection for Elderly Based on Background Subtraction and Key Points Matching. - Syhem Samti; Jalel Chaabani; Nawrès Khlifa (AECIA, 2016)

Multi-scale and Non Local Mean based filter for Positron Emission Tomography imaging denoising. - Hajer Jomaa; Rostom Mabrouk; Frédéric Morain-Nicolier; Nawres Khlifa (ATSIP, 2016)

A new framwork based on the trilateral filter for despeckling ultrasoud images. - Olfa Moussa; Nawrès Khlifa (CoDIT, 2016)

Partial volume effect correction in PET image using iterative deconvolution and shearlet transform. - Hajer Jomaa; Rostom Mabrouk; Nawres Khlifa (ATSIP, 2018)

Video speckle noise reduction using robust diffusion tensor in shearlet domain. - Olfa Moussa; Nawrès Khlifa (ATSIP, 2018)

Detection and Characterization of Subsolid Juxta-pleural Lung Nodule from CT Images. - Nejla Jbeli; Rekka Mastouri; Henda Neji; Saoussen Hantous-Zannad; Nawres Khlifa (CoDIT, 2018)

Cerebral Aneurysm Computer-Aided Detection System by combing MSER, SURF and SIFT descriptors. - Ines Rahmany; Becem Arfaoui; Nawres Khlifa; Houda Megdiche (CoDIT, 2018)

A review on Deep Learning in thyroid ultrasound Computer-Assisted Diagnosis systems. - Hajer Khachnaoui; Ramzi Guetari; Nawres Khlifa (IPAS, 2018)

A Fully Automatic based Deep Learning Approach for Aneurysm Detection in DSA Images. - Ines Rahmany; Ramzi Guetari; Nawres Khlifa (IPAS, 2018)

Post-reconstruction-based partial volume correction methods: A comprehensive review. - Hajer Jomaa; Rostom Mabrouk; Nawres Khlifa (Biomed. Signal Process. Control., 2018)

Denoising of dynamic PET images using a multi-scale transform and non-local means filter. - Hajer Jomaa; Rostom Mabrouk; Nawres Khlifa; Frédéric Morain-Nicolier (Biomed. Signal Process. Control., 2018)

Video despeckling using Shearlet tensor-based anisotropic diffusion. - Olfa Moussa; Nawres Khlifa; Noureddine Ben Abdallah (Comput. Aided Geom. Des., 2018)

Automatic detection of intracranial aneurysm using LBP and Fourier descriptor in angiographic images. - Ines Rahmany; Mohamed El Arbi Nemmala; Nawres Khlifa; Houda Megdiche (Int. J. Comput. Assist. Radiol. Surg., 2019)

Transfer Learning Vs. Fine-Tuning in Bilinear CNN for Lung Nodules Classification on CT Scans. - Rekka Mastouri; Nawres Khlifa; Henda Neji; Saoussen Hantous-Zannad (AIPR, 2020)

Real time emotion recognition in video stream, using B-CNN and F-CNN. - Ramzi Guetari; Aladine Chetouani; Hedi Tabia; Nawres Khlifa (ATSIP, 2020)

Thyroid Ultrasound Images Classification using the Shearlet Coefficients and the Generic Fourier Descriptor. - Noura Aboudi; Nawres Khlifa (VISIGRAPP (4: VISAPP), 2020)

Facial Expression Recognition using the Bilinear Pooling. - Marwa Ben Jabra; Ramzi Guetari; Aladine Chetouani; Hedi Tabia; Nawres Khlifa (VISIGRAPP (5: VISAPP), 2020)

Validation of iterative multi-resolution method for partial volume correction and quantification improvement in PET image. - Hajer Jomaa; Rostom Mabrouk; Nawres Khlifa (Biomed. Signal Process. Control., 2020)

Multi-objectives optimisation of features selection for the classification of thyroid nodules in ultrasound images. - Noura Aboudi; Ramzi Guetari; Nawres Khlifa (IET Image Process., 2020)

Machine learning and deep learning for clinical data and PET/SPECT imaging in Parkinson's disease: a review. - Hajer Khachnaoui; Rostom Mabrouk; Nawres Khlifa (IET Image Process., 2020)

Thyroid nodules classification and diagnosis in ultrasound images using fine-tuning deep convolutional neural network. - Olfa Moussa; Hajer Khachnaoui; Ramzi Guetari; Nawres Khlifa (Int. J. Imaging Syst. Technol., 2020)

A bilinear convolutional neural network for lung nodules classification on CT images. - Rekka Mastouri; Nawres Khlifa; Henda Neji; Saoussen Hantous-Zannad (Int. J. Comput. Assist. Radiol. Surg., 2021)

Deep Learning for Automatic Pulmonary Embolism Identification Using CTA Images. - Hajer Khachnaoui; Mariem Agrébi; Siwar Halouani; Nawres Khlifa (ATSIP, 2022)

Statistical analysis of clinical and DaTSCAN SPECT imaging features' in Parkinson's Disease, SWEDD, and Healthy Control subjects. - Hajer Khachnaoui; Nawres Khlifa; Rostom Mabrouk (CoDIT, 2022)

Prediction of microsatellite instability for the detection of colorectal cancer by GAN-CNN. - Khouloud Mnassri; Ines Rahmany; Nawres Khlifa; Sihem Hmissa; Nabiha Missaoui (CoDIT, 2022)

Machine Learning for Early Parkinson's Disease Identification within SWEDD Group Using Clinical and DaTSCAN SPECT Imaging Features. - Hajer Khachnaoui; Nawres Khlifa; Rostom Mabrouk (J. Imaging, 2022)

Embedded Gene Expression Data Based On RidgeClassifier For Alzheimer's Disease Classification. - Bouchra Guelib; Nawres Khlifa; Bounab Rayene (INISTA, 2023)

Retinal pathologies detection in OCT images based on Bilinear convolutional neural network. - Zainab Haddad; Brahim Mahamat Yaya; Hsouna Zgolli; Désiré Sidibé; Hedi Tabia; Nawres Khlifa (INISTA, 2023)

Same-Subject-Modalities-Interactions: A Novel Framework for MRI and PET Multi-Modality Fusion for Alzheimer's Disease Classification. - Bouchra Guelib; Karim Zarour; Haithem Hermessi; Bounab Rayene; Nawres Khlifa (IEEE Access, 2023)

Prediction of Postoperative Visual Acuity in Rhegmatogenous Retinal Detachment Using OCT Images. - Sinda Hosni; Hajer Khachnaoui; Hsouna Mehdi Zgolli; Sonya Mabrouk; Désiré Sidibé; Hedi Tabia; Nawres Khlifa (IEEE Access, 2023)

Enhanced Parkinson's Disease Diagnosis Through Convolutional Neural Network Models Applied to SPECT DaTSCAN Images. - Hajer Khachnaoui; Belkacem Chikhaoui; Nawres Khlifa; Rostom Mabrouk (IEEE Access, 2023)

Automatic Detection of AMD and DME Retinal Pathologies Using Deep Learning. - Latifa Saidi; Hajer Jomaa; Zainab Haddad; Hsouna Zgolli; Sonia Mabrouk; Désiré Sidibé; Hedi Tabia; Nawres Khlifa (Int. J. Biomed. Imaging, 2023)

An effective shearlet-based anisotropic diffusion technique for despeckling ultrasound medical images. - Olfa Moussa; Nawres Khlifa; Frédéric Morain-Nicolier (Multim. Tools Appl., 2023)

Explainable AI For Retinal Pathology Detection In OCT Images. - Zainab Haddad; Hsouna Zgolli; Désiré Sidibé; Hedi Tabia; Nawres Khlifa (CoDIT, 2024)

A Comprehensive Review of Beekeeping Datasets for Precision Apiculture Research. - Seloua Haddaoui; Nawres Khlifa; Salim Chikhi; Soheil Varastehpour; Fouzia Adjailia (CoDIT, 2024)

Approach Based Lightweight Custom Convolutional Neural Network and Fine-Tuned MobileNet-V2 for ECG Arrhythmia Signals Classification. - Hadjer Bechinia; Djamel Benmerzoug; Nawres Khlifa (IEEE Access, 2024)

Enhancing Medicare Fraud Detection Through Machine Learning: Addressing Class Imbalance With SMOTE-ENN. - Bounab Rayene; Karim Zarour; Bouchra Guelib; Nawres Khlifa (IEEE Access, 2024)

Optimizing gene selection for Alzheimer's disease classification: A Bayesian approach to filter and embedded techniques. - Bouchra Guelib; Bounab Rayene; Salah Eddine Aliouane; Haithem Hermessi; Nawres Khlifa; Karim Zarour (Appl. Soft Comput., 2024)

Gaze estimation using convolutional neural networks. - Rawdha Karmi; Ines Rahmany; Nawres Khlifa (Signal Image Video Process., 2024)

Performance analysis of various deep learning models based on Max-Min CNN for lung nodule classification on CT images. - Rekka Mastouri; Nawres Khlifa; Henda Neji; Saoussen Hantous-Zannad (Mach. Vis. Appl., 2024)

A Deep Learning Approach for Predicting the Response to Anti-VEGF Treatment in Diabetic Macular Edema Patients Using Optical Coherence Tomography Images. - Karima Garraoui; Ines Rahmany; Salah Dhahri; Hedi Tabia; Désiré Sidibé; Hsouna Zgolli; Nawres Khlifa (ICAART (2), 2025)

Enhancing Appearance-Based Gaze Estimation Through Attention-Based Convolutional Neural Networks. - Rawdha Karmi; Ines Rahmany; Nawres Khlifa (ICAART (2), 2025)

Integrating Deep Learning and SHAP for Breast Cancer Classification and Biomarker Discovery Using Gene Expression Data. - Salah Eddine Aliouane; Hamza Chehili; Khaled Boulahrouf; Aya Abdelaziz; Nawres Khlifa; Mohamed Abdelhafid Hamidechi (IEEE Access, 2025)

An Appearance-based VisionTransformer Network for Enhanced Gaze Estimation. - Rawdha Karmi; Rekka Mastouri; Ines Rahmany; Nawres Khlifa (Signal Image Video Process., 2025)