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Journal Articles
- 2024
[j22]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: 40827-40841 (2024)- [j21]Bounab Rayene, Karim Zarour, Bouchra Guelib, Nawres Khlifa:
Enhancing Medicare Fraud Detection Through Machine Learning: Addressing Class Imbalance With SMOTE-ENN. IEEE Access 12: 54382-54396 (2024) - [j20]Rawdha Karmi, Ines Rahmany, Nawres Khlifa:
Gaze estimation using convolutional neural networks. Signal Image Video Process. 18(1): 389-398 (2024) - 2023
- [j19]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: 48715-48738 (2023) - [j18]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: 91157-91172 (2023) - [j17]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: 135435-135448 (2023) - [j16]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: 9966107:1-9966107:10 (2023) - [j15]Olfa Moussa, Nawres Khlifa, Frédéric Morain-Nicolier:
An effective shearlet-based anisotropic diffusion technique for despeckling ultrasound medical images. Multim. Tools Appl. 82(7): 10491-10514 (2023) - 2022
- [j14]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): 97 (2022) - 2021
- [j13]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): 91-101 (2021) - 2020
- [j12]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: 101954 (2020) - [j11]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): 1901-1908 (2020) - [j10]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): 4013-4026 (2020) - [j9]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): 185-195 (2020) - 2019
- [j8]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): 1353-1364 (2019) - 2018
- [j7]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: 69-80 (2018) - [j6]Hajer Jomaa, Rostom Mabrouk, Nawres Khlifa:
Post-reconstruction-based partial volume correction methods: A comprehensive review. Biomed. Signal Process. Control. 46: 131-144 (2018) - [j5]Olfa Moussa, Nawres Khlifa, Noureddine Ben Abdallah:
Video despeckling using Shearlet tensor-based anisotropic diffusion. Comput. Aided Geom. Des. 67: 34-46 (2018) - 2012
- [j4]Najla Gribaa, Vincent Noblet, Nawrès Khalifa, Sylvain Faisan, Kamel Hamrouni:
Binary Image Registration Based on Geometric Moments: Application to the Registraion of 3D Segmented CT Head Images. Int. J. Image Graph. 12(2) (2012) - 2010
- [j3]Nawrès Khalifa, Said Ettaeib, Yosra Wahabi, Kamel Hamrouni:
Left Ventricle Tracking in Isotopic Ventriculography Using Statistical Deformable Models. Int. Arab J. Inf. Technol. 7(2): 213-222 (2010) - 2009
- [j2]Nawrès Khalifa, Najla Gribaa, Imen Mbazaa, Kamel Hamrouni:
A Based Bayesian Wavelet Thresholding Method to Enhance Nuclear Imaging. Int. J. Biomed. Imaging 2009: 506120:1-506120:10 (2009) - 2006
- [j1]Kamel Hamrouni, Nawrès Khalifa:
Two Methods for Analysis of Dynamic Scintigraphic Images of the Heart. Int. Arab J. Inf. Technol. 3(2): 118-125 (2006)
Conference and Workshop Papers
- 2023
- [c25]Bouchra Guelib, Nawres Khlifa, Bounab Rayene:
Embedded Gene Expression Data Based On RidgeClassifier For Alzheimer's Disease Classification. INISTA 2023: 1-6 - [c24]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: 1-7 - 2022
- [c23]Hajer Khachnaoui, Mariem Agrébi, Siwar Halouani, Nawres Khlifa:
Deep Learning for Automatic Pulmonary Embolism Identification Using CTA Images. ATSIP 2022: 1-6 - [c22]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: 623-628 - [c21]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: 740-745 - 2020
- [c20]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: 99-103 - [c19]Ramzi Guetari, Aladine Chetouani, Hedi Tabia, Nawres Khlifa:
Real time emotion recognition in video stream, using B-CNN and F-CNN. ATSIP 2020: 1-6 - [c18]Noura Aboudi, Nawres Khlifa:
Thyroid Ultrasound Images Classification using the Shearlet Coefficients and the Generic Fourier Descriptor. VISIGRAPP (4: VISAPP) 2020: 292-298 - [c17]Marwa Ben Jabra, Ramzi Guetari, Aladine Chetouani, Hedi Tabia, Nawres Khlifa:
Facial Expression Recognition using the Bilinear Pooling. VISIGRAPP (5: VISAPP) 2020: 294-301 - 2018
- [c16]Hajer Jomaa, Rostom Mabrouk, Nawres Khlifa:
Partial volume effect correction in PET image using iterative deconvolution and shearlet transform. ATSIP 2018: 1-6 - [c15]Olfa Moussa, Nawrès Khlifa:
Video speckle noise reduction using robust diffusion tensor in shearlet domain. ATSIP 2018: 1-6 - [c14]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: 1117-1121 - [c13]Ines Rahmany, Becem Arfaoui, Nawres Khlifa, Houda Megdiche:
Cerebral Aneurysm Computer-Aided Detection System by combing MSER, SURF and SIFT descriptors. CoDIT 2018: 1122-1127 - [c12]Hajer Khachnaoui, Ramzi Guetari, Nawres Khlifa:
A review on Deep Learning in thyroid ultrasound Computer-Assisted Diagnosis systems. IPAS 2018: 291-297 - [c11]Ines Rahmany, Ramzi Guetari, Nawres Khlifa:
A Fully Automatic based Deep Learning Approach for Aneurysm Detection in DSA Images. IPAS 2018: 303-307 - 2016
- [c10]Syhem Samti, Jalel Chaabani, Nawrès Khlifa:
Fall Detection for Elderly Based on Background Subtraction and Key Points Matching. AECIA 2016: 97-105 - [c9]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: 108-112 - [c8]Olfa Moussa, Nawrès Khlifa:
A new framwork based on the trilateral filter for despeckling ultrasoud images. CoDIT 2016: 712-717 - 2014
- [c7]Mokhtar Mars, Nawres Khlifa:
About using Computed Tomography (CT) in Ischemic Stroke. ATSIP 2014: 204-208 - [c6]Ines Ben Alaya, Mokhtar Mars, Nawres Khlifa, Tarek Kraiem:
Fiber tracking in the white matter. IPAS 2014: 1-5 - [c5]Narjes Ben Ameur, Nawres Khlifa, Tarek Kraiem:
Parametric images for the assessment of cardiac kinetics by magnetic resonance imaging (MRI). IPAS 2014: 1-4 - [c4]Olfa Moussa, Nawres Khlifa:
Ultrasound image denoising using a combination of bilateral filtering and stationary wavelet transform. IPAS 2014: 1-5 - [c3]Ines Rahmany, Nawres Khlifa:
Detection of intracranial aneurysm in angiographic images using fuzzy approaches. IPAS 2014: 1-6 - [c2]Fatma Makhlouf, Hatem Besbes, Nawres Khlifa, Chokri Ben Amar, Basel Solaiman:
Phantom conception for development of planar scintigraphic image restoration procedures. SMC 2014: 495-500 - 2008
- [c1]Yosra Wahabi, Nawrès Khalifa, Kamel Hamrouni, Noureddine Ellouze:
Using the Active Appearance Models for the Localisation of the Left Ventricle in Planar Scintigraphic Images. IPCV 2008: 582-586
Coauthor Index
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last updated on 2024-05-08 23:30 CEST by the dblp team
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