Nawrès Khlifa

Signal Image Video Process., February, 2024

Enhancing Medicare Fraud Detection Through Machine Learning: Addressing Class Imbalance With SMOTE-ENN.

[BibT_eX]

[DOI]

IEEE Access, 2024

Approach Based Lightweight Custom Convolutional Neural Network and Fine-Tuned MobileNet-V2 for ECG Arrhythmia Signals Classification.

[BibT_eX]

[DOI]

Hadjer Bechinia

Djamel Benmerzoug

IEEE Access, 2024

2023

An effective shearlet-based anisotropic diffusion technique for despeckling ultrasound medical images.

[BibT_eX]

[DOI]

Frédéric Morain-Nicolier

Multim. Tools Appl., March, 2023

Automatic Detection of AMD and DME Retinal Pathologies Using Deep Learning.

[BibT_eX]

[DOI]

Int. J. Biomed. Imaging, 2023

Enhanced Parkinson's Disease Diagnosis Through Convolutional Neural Network Models Applied to SPECT DaTSCAN Images.

[BibT_eX]

[DOI]

IEEE Access, 2023

Prediction of Postoperative Visual Acuity in Rhegmatogenous Retinal Detachment Using OCT Images.

[BibT_eX]

[DOI]

IEEE Access, 2023

Same-Subject-Modalities-Interactions: A Novel Framework for MRI and PET Multi-Modality Fusion for Alzheimer's Disease Classification.

[BibT_eX]

[DOI]

IEEE Access, 2023

Retinal pathologies detection in OCT images based on Bilinear convolutional neural network.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Innovations in Intelligent Systems and Applications, 2023

Embedded Gene Expression Data Based On RidgeClassifier For Alzheimer's Disease Classification.

[BibT_eX]

[DOI]

Bouchra Guelib

Bounab Rayene

Proceedings of the International Conference on Innovations in Intelligent Systems and Applications, 2023

2022

Machine Learning for Early Parkinson's Disease Identification within SWEDD Group Using Clinical and DaTSCAN SPECT Imaging Features.

[BibT_eX]

[DOI]

J. Imaging, 2022

Prediction of microsatellite instability for the detection of colorectal cancer by GAN-CNN.

[BibT_eX]

[DOI]

Proceedings of the 8th International Conference on Control, 2022

Statistical analysis of clinical and DaTSCAN SPECT imaging features' in Parkinson's Disease, SWEDD, and Healthy Control subjects.

[BibT_eX]

[DOI]

Proceedings of the 8th International Conference on Control, 2022

Deep Learning for Automatic Pulmonary Embolism Identification Using CTA Images.

[BibT_eX]

[DOI]

Proceedings of the 6th International Conference on Advanced Technologies for Signal and Image Processing, 2022

2021

A bilinear convolutional neural network for lung nodules classification on CT images.

[BibT_eX]

[DOI]

Rekka Mastouri

Henda Neji

Saoussen Hantous-Zannad

Int. J. Comput. Assist. Radiol. Surg., 2021

2020

Thyroid nodules classification and diagnosis in ultrasound images using fine-tuning deep convolutional neural network.

[BibT_eX]

[DOI]

Int. J. Imaging Syst. Technol., 2020

Machine learning and deep learning for clinical data and PET/SPECT imaging in Parkinson's disease: a review.

[BibT_eX]

[DOI]

IET Image Process., 2020

Multi-objectives optimisation of features selection for the classification of thyroid nodules in ultrasound images.

[BibT_eX]

[DOI]

Noura Aboudi

Ramzi Guetari

IET Image Process., 2020

Validation of iterative multi-resolution method for partial volume correction and quantification improvement in PET image.

[BibT_eX]

[DOI]

Biomed. Signal Process. Control., 2020

Facial Expression Recognition using the Bilinear Pooling.

[BibT_eX]

[DOI]

Proceedings of the 15th International Joint Conference on Computer Vision, 2020

Thyroid Ultrasound Images Classification using the Shearlet Coefficients and the Generic Fourier Descriptor.

[BibT_eX]

[DOI]

Noura Aboudi

Proceedings of the 15th International Joint Conference on Computer Vision, 2020

Real time emotion recognition in video stream, using B-CNN and F-CNN.

[BibT_eX]

[DOI]

Proceedings of the 5th International Conference on Advanced Technologies for Signal and Image Processing, 2020

Transfer Learning Vs. Fine-Tuning in Bilinear CNN for Lung Nodules Classification on CT Scans.

[BibT_eX]

[DOI]

Rekka Mastouri

Henda Neji

Saoussen Hantous-Zannad

Proceedings of the AIPR 2020: 3rd International Conference on Artificial Intelligence and Pattern Recognition, 2020

2019

Automatic detection of intracranial aneurysm using LBP and Fourier descriptor in angiographic images.

[BibT_eX]

[DOI]

Mohamed El Arbi Nemmala

Houda Megdiche

Int. J. Comput. Assist. Radiol. Surg., 2019

2018

Video despeckling using Shearlet tensor-based anisotropic diffusion.

[BibT_eX]

[DOI]

Noureddine Ben Abdallah

Comput. Aided Geom. Des., 2018

Denoising of dynamic PET images using a multi-scale transform and non-local means filter.

[BibT_eX]

[DOI]

Frédéric Morain-Nicolier

Biomed. Signal Process. Control., 2018

Post-reconstruction-based partial volume correction methods: A comprehensive review.

[BibT_eX]

[DOI]

Biomed. Signal Process. Control., 2018

A Fully Automatic based Deep Learning Approach for Aneurysm Detection in DSA Images.

[BibT_eX]

[DOI]

Ramzi Guetari

Proceedings of the IEEE International Conference on Image Processing, 2018

A review on Deep Learning in thyroid ultrasound Computer-Assisted Diagnosis systems.

[BibT_eX]

[DOI]

Ramzi Guetari

Proceedings of the IEEE International Conference on Image Processing, 2018

Cerebral Aneurysm Computer-Aided Detection System by combing MSER, SURF and SIFT descriptors.

[BibT_eX]

[DOI]

Proceedings of the 5th International Conference on Control, 2018

Detection and Characterization of Subsolid Juxta-pleural Lung Nodule from CT Images.

[BibT_eX]

[DOI]

Nejla Jbeli

Rekka Mastouri

Henda Neji

Saoussen Hantous-Zannad

Proceedings of the 5th International Conference on Control, 2018

Video speckle noise reduction using robust diffusion tensor in shearlet domain.

[BibT_eX]

[DOI]

Nawrès Khlifa

Proceedings of the 4th International Conference on Advanced Technologies for Signal and Image Processing, 2018

Partial volume effect correction in PET image using iterative deconvolution and shearlet transform.

[BibT_eX]

[DOI]

Proceedings of the 4th International Conference on Advanced Technologies for Signal and Image Processing, 2018

2016

A new framwork based on the trilateral filter for despeckling ultrasoud images.

[BibT_eX]

[DOI]

Nawrès Khlifa

Proceedings of the International Conference on Control, 2016

Multi-scale and Non Local Mean based filter for Positron Emission Tomography imaging denoising.

[BibT_eX]

[DOI]

Frédéric Morain-Nicolier

Proceedings of the 2nd International Conference on Advanced Technologies for Signal and Image Processing, 2016

Fall Detection for Elderly Based on Background Subtraction and Key Points Matching.

[BibT_eX]

[DOI]

Syhem Samti

Jalel Chaabani

Nawrès Khlifa

Proceedings of the Third International Afro-European Conference for Industrial Advancement, 2016

2014

Phantom conception for development of planar scintigraphic image restoration procedures.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE International Conference on Systems, Man, and Cybernetics, 2014

Detection of intracranial aneurysm in angiographic images using fuzzy approaches.

[BibT_eX]

[DOI]

Proceedings of the International Image Processing, 2014

Ultrasound image denoising using a combination of bilateral filtering and stationary wavelet transform.

[BibT_eX]

[DOI]

Proceedings of the International Image Processing, 2014

Parametric images for the assessment of cardiac kinetics by magnetic resonance imaging (MRI).

[BibT_eX]

[DOI]

Narjes Ben Ameur

Tarek Kraiem

Proceedings of the International Image Processing, 2014

Fiber tracking in the white matter.

[BibT_eX]

[DOI]

Proceedings of the International Image Processing, 2014

About using Computed Tomography (CT) in Ischemic Stroke.

[BibT_eX]

[DOI]

Mokhtar Mars