Nawres Khlifa

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 34

Top Topics

Convolutional Neural Network

Top Venues

Publications

Rawdha Karmi, Ines Rahmany, Nawres Khlifa
Gaze estimation using convolutional neural networks. Signal Image Video Process. 18 (1) (2024)
Hadjer Bechinia, Djamel Benmerzoug, Nawres Khlifa
Approach Based Lightweight Custom Convolutional Neural Network and Fine-Tuned MobileNet-V2 for ECG Arrhythmia Signals Classification. IEEE Access 12 (2024)
Rekka Mastouri, Nawres Khlifa, Henda Neji, Saoussen Hantous-Zannad
Performance analysis of various deep learning models based on Max-Min CNN for lung nodule classification on CT images. Mach. Vis. Appl. 35 (4) (2024)
Bounab Rayene, Karim Zarour, Bouchra Guelib, Nawres Khlifa
Enhancing Medicare Fraud Detection Through Machine Learning: Addressing Class Imbalance With SMOTE-ENN. IEEE Access 12 (2024)
Bouchra Guelib, Karim Zarour, Haithem Hermessi, Bounab Rayene, Nawres Khlifa
Same-Subject-Modalities-Interactions: A Novel Framework for MRI and PET Multi-Modality Fusion for Alzheimer's Disease Classification. IEEE Access 11 (2023)
Latifa Saidi, Hajer Jomaa, Zainab Haddad, Hsouna Zgolli, Sonia Mabrouk, Désiré Sidibé, Hedi Tabia, Nawres Khlifa
Automatic Detection of AMD and DME Retinal Pathologies Using Deep Learning. Int. J. Biomed. Imaging 2023 (2023)
Sinda Hosni, Hajer Khachnaoui, Hsouna Mehdi Zgolli, Sonya Mabrouk, Désiré Sidibé, Hedi Tabia, Nawres Khlifa
Prediction of Postoperative Visual Acuity in Rhegmatogenous Retinal Detachment Using OCT Images. IEEE Access 11 (2023)
Bouchra Guelib, Nawres Khlifa, Bounab Rayene
Embedded Gene Expression Data Based On RidgeClassifier For Alzheimer's Disease Classification. INISTA (2023)
Hajer Khachnaoui, Belkacem Chikhaoui, Nawres Khlifa, Rostom Mabrouk
Enhanced Parkinson's Disease Diagnosis Through Convolutional Neural Network Models Applied to SPECT DaTSCAN Images. IEEE Access 11 (2023)
Olfa Moussa, Nawres Khlifa, Frédéric Morain-Nicolier
An effective shearlet-based anisotropic diffusion technique for despeckling ultrasound medical images. Multim. Tools Appl. 82 (7) (2023)
Zainab Haddad, Brahim Mahamat Yaya, Hsouna Zgolli, Désiré Sidibé, Hedi Tabia, Nawres Khlifa
Retinal pathologies detection in OCT images based on Bilinear convolutional neural network. INISTA (2023)
Hajer Khachnaoui, Mariem Agrébi, Siwar Halouani, Nawres Khlifa
Deep Learning for Automatic Pulmonary Embolism Identification Using CTA Images. ATSIP (2022)
Hajer Khachnaoui, Nawres Khlifa, Rostom Mabrouk
Machine Learning for Early Parkinson's Disease Identification within SWEDD Group Using Clinical and DaTSCAN SPECT Imaging Features. J. Imaging 8 (4) (2022)
Khouloud Mnassri, Ines Rahmany, Nawres Khlifa, Sihem Hmissa, Nabiha Missaoui
Prediction of microsatellite instability for the detection of colorectal cancer by GAN-CNN. CoDIT (2022)
Hajer Khachnaoui, Nawres Khlifa, Rostom Mabrouk
Statistical analysis of clinical and DaTSCAN SPECT imaging features' in Parkinson's Disease, SWEDD, and Healthy Control subjects. CoDIT (2022)
Rekka Mastouri, Nawres Khlifa, Henda Neji, Saoussen Hantous-Zannad
A bilinear convolutional neural network for lung nodules classification on CT images. Int. J. Comput. Assist. Radiol. Surg. 16 (1) (2021)
Olfa Moussa, Hajer Khachnaoui, Ramzi Guetari, Nawres Khlifa
Thyroid nodules classification and diagnosis in ultrasound images using fine-tuning deep convolutional neural network. Int. J. Imaging Syst. Technol. 30 (1) (2020)
Noura Aboudi, Nawres Khlifa
Thyroid Ultrasound Images Classification using the Shearlet Coefficients and the Generic Fourier Descriptor. VISIGRAPP (4: VISAPP) (2020)
Noura Aboudi, Ramzi Guetari, Nawres Khlifa
Multi-objectives optimisation of features selection for the classification of thyroid nodules in ultrasound images. IET Image Process. 14 (9) (2020)
Hajer Khachnaoui, Rostom Mabrouk, Nawres Khlifa
Machine learning and deep learning for clinical data and PET/SPECT imaging in Parkinson's disease: a review. IET Image Process. 14 (16) (2020)
Hajer Jomaa, Rostom Mabrouk, Nawres Khlifa
Validation of iterative multi-resolution method for partial volume correction and quantification improvement in PET image. Biomed. Signal Process. Control. 60 (2020)
Ramzi Guetari, Aladine Chetouani, Hedi Tabia, Nawres Khlifa
Real time emotion recognition in video stream, using B-CNN and F-CNN. ATSIP (2020)
Marwa Ben Jabra, Ramzi Guetari, Aladine Chetouani, Hedi Tabia, Nawres Khlifa
Facial Expression Recognition using the Bilinear Pooling. VISIGRAPP (5: VISAPP) (2020)
Rekka Mastouri, Nawres Khlifa, Henda Neji, Saoussen Hantous-Zannad
Transfer Learning Vs. Fine-Tuning in Bilinear CNN for Lung Nodules Classification on CT Scans. AIPR (2020)
Ines Rahmany, Mohamed El Arbi Nemmala, Nawres Khlifa, Houda Megdiche
Automatic detection of intracranial aneurysm using LBP and Fourier descriptor in angiographic images. Int. J. Comput. Assist. Radiol. Surg. 14 (8) (2019)
Hajer Jomaa, Rostom Mabrouk, Nawres Khlifa
Post-reconstruction-based partial volume correction methods: A comprehensive review. Biomed. Signal Process. Control. 46 (2018)
Hajer Khachnaoui, Ramzi Guetari, Nawres Khlifa
A review on Deep Learning in thyroid ultrasound Computer-Assisted Diagnosis systems. IPAS (2018)
Ines Rahmany, Ramzi Guetari, Nawres Khlifa
A Fully Automatic based Deep Learning Approach for Aneurysm Detection in DSA Images. IPAS (2018)
Hajer Jomaa, Rostom Mabrouk, Nawres Khlifa
Partial volume effect correction in PET image using iterative deconvolution and shearlet transform. ATSIP (2018)
Olfa Moussa, Nawres Khlifa, Noureddine Ben Abdallah
Video despeckling using Shearlet tensor-based anisotropic diffusion. Comput. Aided Geom. Des. 67 (2018)
Hajer Jomaa, Rostom Mabrouk, Nawres Khlifa, Frédéric Morain-Nicolier
Denoising of dynamic PET images using a multi-scale transform and non-local means filter. Biomed. Signal Process. Control. 41 (2018)
Nejla Jbeli, Rekka Mastouri, Henda Neji, Saoussen Hantous-Zannad, Nawres Khlifa
Detection and Characterization of Subsolid Juxta-pleural Lung Nodule from CT Images. CoDIT (2018)
Ines Rahmany, Becem Arfaoui, Nawres Khlifa, Houda Megdiche
Cerebral Aneurysm Computer-Aided Detection System by combing MSER, SURF and SIFT descriptors. CoDIT (2018)
Hajer Jomaa, Rostom Mabrouk, Frédéric Morain-Nicolier, Nawres Khlifa
Multi-scale and Non Local Mean based filter for Positron Emission Tomography imaging denoising. ATSIP (2016)
Ines Rahmany, Nawres Khlifa
Detection of intracranial aneurysm in angiographic images using fuzzy approaches. IPAS (2014)
Olfa Moussa, Nawres Khlifa
Ultrasound image denoising using a combination of bilateral filtering and stationary wavelet transform. IPAS (2014)
Fatma Makhlouf, Hatem Besbes, Nawres Khlifa, Chokri Ben Amar, Basel Solaiman
Phantom conception for development of planar scintigraphic image restoration procedures. SMC (2014)
Narjes Ben Ameur, Nawres Khlifa, Tarek Kraiem
Parametric images for the assessment of cardiac kinetics by magnetic resonance imaging (MRI). IPAS (2014)
Ines Ben Alaya, Mokhtar Mars, Nawres Khlifa, Tarek Kraiem
Fiber tracking in the white matter. IPAS (2014)
Mokhtar Mars, Nawres Khlifa
About using Computed Tomography (CT) in Ischemic Stroke. ATSIP (2014)