Chokri Mhiri

36 papers B 2C 2Misc 11Journal 19Unranked 2
YearRankTypeTitle / Venue / Authors
2026 J jnl
Early Parkinson's disease detection from offline hand-drawing based on SqueezeNet and TinySiamese network.
Multim. Tools Appl.
Mohammed F. Allebawi, Thameur Dhieb, Islem Jarraya, Mohamed Neji, Nouha Farhat, Khadija Moalla, Tarek M. Hamdani, Mariem Damak, Chokri Mhiri, Adel M. Alimi
2026 J jnl
Hand-Drawn Image (HDI) dataset: Deep approach for essential tremor recognition.
Multim. Tools Appl.
Thiheebah Alwaer, Islem Jarraya, Thameur Dhieb, Mohamed Neji, Nouha Farhat, Sirine Sellami, Tarek M. Hamdani, Mariem Damak, Chokri Mhiri, Adel M. Alimi
2025 J jnl
Automated identification and localization of interictal epileptiform discharges: leveraging morphological analysis, five-criterion fulfillment, and machine learning approach.
J. Supercomput.
Omar Trigui, Sawsan Daoud, Mohamed Ghorbel, Mariem Dammak, Chokri Mhiri, Ahmed Ben Hamida
2025 J jnl
Vision transformers (ViT) and deep convolutional neural network (D-CNN)-based models for MRI brain primary tumors images multi-classification supported by explainable artificial intelligence (XAI).
Vis. Comput.
Hiba Mzoughi, Ines Njeh, Mohamed Ben Slima, Nouha Farhat, Chokri Mhiri
2024 — conf
A Hybrid Approach Using 2D CNN and Attention-Based LSTM for Parkinson's Disease Detection from Video.
ICCCI (1)
Emna Krichene, Islem Jarraya, Thameur Dhieb, Zohra Mahfouf, Mohamed Neji, Nouha Farhat, Emna Smaoui, Tarek M. Hamdani, Mariem Damak, Chokri Mhiri, Habib Chabchoub, Khmaies Ouahada, Adel M. Alimi
2024 J jnl
A novel approach to perform linear discriminant analyses for a 4-way alzheimer's disease diagnosis based on an integration of pearson's correlation coefficients and empirical cumulative distribution function.
Multim. Tools Appl.
Besma Mabrouk, Ahmed Ben Hamida, Noura Mabrouki, Nouha Bouzidi, Chokri Mhiri
2024 J jnl
Parkinson's Disease Detection From Online Handwriting Based on Beta-Elliptical Approach and Fuzzy Perceptual Detector.
IEEE Access
Mohammed F. Allebawi, Thameur Dhieb, Mohamed Neji, Nouha Farhat, Emna Smaoui, Tarek M. Hamdani, Mariem Dammak, Chokri Mhiri, Bilel Neji, Taha Beyrouthy, Adel M. Alimi
2024 Misc conf
Potential of brain MRI in the diagnosis of Juvenile Myoclonic Epilepsy: An overview.
ATSIP
Ibtissem Boushila, Mouna Sahnoun, Sawssan Daoud, Mariem Dammak, Chokri Mhiri, Fathi Kallel
2024 Misc conf
Spinal Cord Cross Sectional Area normalization in MR Images: Case of healthy population.
ATSIP
Tayssir Boushila, Mouna Sahnoun, Nadia Bouattour, Mariem Damak, Chokri Mhiri, Fathi Kallel
2023 J jnl
A channel-wise attention-based representation learning method for epileptic seizure detection and type classification.
J. Ambient Intell. Humaniz. Comput.
Asma Baghdadi, Rahma Fourati, Yassine Aribi, Sameh S. Daoud, Mariem Dammak, Chokri Mhiri, Habib Chabchoub, Patrick Siarry, Adel M. Alimi
2023 C conf
A new online Arabic handwriting dataset for analyzing Parkinson's disease.
CW
Mohammed F. Allebawi, Thameur Dhieb, Islem Jarraya, Mohamed Neji, Nouha Farhat, Emna Smaoui, Khadija Moalla, Mariem Dammak, Tarek M. Hamdani, Chokri Mhiri, Adel M. Alimi
2023 J jnl
An accurate spinal cord partition and quantification method to monitor atrophy in multiple sclerosis.
Signal Image Video Process.
Mouna Sahnoun, Fathi Kallel, Mariem Dammak, Chokri Mhiri, Kheireddine Ben Mahfoudh, Ahmed Ben Hamida
2023 J jnl
Convolutional neural network with support vector machine for motor imagery EEG signal classification.
Multim. Tools Appl.
Amira Echtioui, Wassim Zouch, Mohamed Ghorbel, Chokri Mhiri
2023 C conf
Deep Transfer Learning (DTL) Based-Framework for an Accurate Multi-classification of MRI Brain Tumors.
CW
Hiba Mzoughi, Ines Njeh, Mohamed Ben Slima, Nouha Farhat, Chokri Mhiri
2023 J jnl
MRI contrast enhancement using singular value decomposition and brightness preserving dynamic fuzzy histogram equalization applied to multiple sclerosis patients.
Signal Image Video Process.
Besma Mnassri, Fathi Kallel, Amira Echtioui, Ahmed Ben Hamida, Mariem Dammak, Chokri Mhiri
2023 J jnl
New Contrast Enhancement Method for Multiple Sclerosis Lesion Detection.
J. Digit. Imaging
Besma Mnassri, Amira Echtioui, Fathi Kallel, Ahmed Ben Hamida, Mariem Dammak, Chokri Mhiri, Kheireddine Ben Mahfoudh
2022 Misc conf
Combination of Volumetric and Topologic Brain Characteristics Towards a Diagnosis of Alzheimer's Disease in his Earlier Stage.
ATSIP
Besma Mabrouk, Nouha Bouzidi, Chokri Mhiri, Ahmed Ben Hamida
2022 Misc conf
Image Enhancement Techniques Applied to Magnetic Resonance Images: Multiple sclerosis.
ATSIP
Besma Mnassri, Amira Echtioui, Fathi Kallel, Mariem Dammak, Chokri Mhiri, Ahmed Ben Hamida
2022 J jnl
Removal of eye blink artifacts from EEG signal using morphological modeling and orthogonal projection.
Signal Image Video Process.
Omar Trigui, Sawsan Daoud, Mohamed Ghorbel, Mariem Dammak, Chokri Mhiri, Ahmed Ben Hamida
2021 B conf
A Novel Ensemble Learning Approach for Classification of EEG Motor Imagery Signals.
IWCMC
Amira Echtioui, Wassim Zouch, Mohamed Ghorbel, Chokri Mhiri, Habib Hamam
2021 J jnl
Deep Convolutional Encoder-Decoder algorithm for MRI brain reconstruction.
Medical Biol. Eng. Comput.
Ines Njeh, Hiba Mzoughi, Mohamed Ben Slima, Ahmed Ben Hamida, Chokri Mhiri, Kheireddine Ben Mahfoudh
2021 B conf
Fusion Convolutional Neural Network for Multi-Class Motor Imagery of EEG Signals Classification.
IWCMC
Amira Echtioui, Wassim Zouch, Mohamed Ghorbel, Chokri Mhiri, Habib Hamam
2021 — conf
Multi-class Motor Imagery EEG Classification using Convolution Neural Network.
ICAART (1)
Amira Echtioui, Wassim Zouch, Mohamed Ghorbel, Chokri Mhiri, Habib Hamam
2021 J jnl
Towards a computer aided diagnosis (CAD) for brain MRI glioblastomas tumor exploration based on a deep convolutional neuronal networks (D-CNN) architectures.
Multim. Tools Appl.
Hiba Mzoughi, Ines Njeh, Mohamed Ben Slima, Ahmed Ben Hamida, Chokri Mhiri, Kheireddine Ben Mahfoudh
2020 Misc conf
Automated EEG Artifact Detection Using Independent Component Analysis.
ATSIP
Amira Echtioui, Wassim Zouch, Mohamed Ghorbel, Mohamed Ben Slima, Ahmed Ben Hamida, Chokri Mhiri
2020 Misc conf
Contrast-Enhanced Image Analysis for MRI Based Multiple Sclerosis Lesion Segmentation.
ATSIP
Mouna Sahnoun, Fathi Kallel, Mariem Dammak, Omar Kammoun, Chokri Mhiri, Kheireddine Ben Mahfoudh, Ahmed Ben Hamida
2020 J jnl
Deep Multi-Scale 3D Convolutional Neural Network (CNN) for MRI Gliomas Brain Tumor Classification.
J. Digit. Imaging
Hiba Mzoughi, Ines Njeh, Ali Wali, Mohamed Ben Slima, Ahmed Ben Hamida, Chokri Mhiri, Kharedine Ben Mahfoudhe
2020 J jnl
SSVEP Enhancement Using Moving Average Filter Controlled by Phase Features.
Comput. Intell. Neurosci.
Omar Trigui, Sawsan Daoud, Mohamed Ghorbel, Chokri Mhiri
2020 J jnl
Spinal cord MRI contrast enhancement using adaptive gamma correction for patient with multiple sclerosis.
Signal Image Video Process.
Mouna Sahnoun, Fathi Kallel, Mariem Dammak, Omar Kammoun, Chokri Mhiri, Kheireddine Ben Mahfoudh, Ahmed Ben Hamida
2020 Misc conf
The Effect of 3d-Mri Modalities Mixture in Glioma Delimitation.
ATSIP
Hana Bouchouicha, Olfa Ben Sassi, Ahmed Ben Hamida, Chokri Mhiri, Mariem Dammak, Kheireddine Ben Mahfoudh
2019 J jnl
Advanced methodology for multiple sclerosis lesion exploring: Towards a computer aided diagnosis system.
Biomed. Signal Process. Control.
Olfa Ghribi, Amira Maalej, Lamia Sellami, Mohamed Ben Slima, Mohamed Ayman Maalej, Khaireddine Ben Mahfoudh, Mariem Dammak, Chokri Mhiri, Ahmed Ben Hamida
2018 Misc conf
A comparative study of MRI contrast enhancement techniques based on Traditional Gamma Correction and Adaptive Gamma Correction: Case of multiple sclerosis pathology.
ATSIP
Mouna Sahnoun, Fathi Kallel, Mariem Dammak, Chokri Mhiri, Kheireddine Ben Mahfoudh, Ahmed Ben Hamida
2018 Misc conf
Comparative study of supervised and unsupervised classification methods: Application to automatic MRI glioma brain tumors segmentation.
ATSIP
Aymen Bougacha, Jihene Boughariou, Mohamed Ben Slima, Ahmed Ben Hamida, Khaireddine Ben Mahfoudh, Omar Kammoun, Chokri Mhiri
2018 Misc conf
Glioblastoma MRT exploration based on segmentation methods' comparison: Towards an advanced clinical aided tool.
ATSIP
Hana Bouchouicha, Olfa Ghribi, Ahmed Ben Hamida, Chokri Mhiri, Mariem Dammak, Kheireddine Ben Mahfoudh, Omar Kammoun
2018 J jnl
Multiple sclerosis exploration based on automatic MRI modalities segmentation approach with advanced volumetric evaluations for essential feature extraction.
Biomed. Signal Process. Control.
Olfa Ghribi, Lamia Sellami, Mohamed Ben Slima, Chokri Mhiri, Mariem Dammak, Ahmed Ben Hamida
2014 Misc conf
Brief review of multiple sclerosis lesions segmentation methods on conventional magnetic resonance imaging.
ATSIP
Olfa Ghribi, Ines Njeh, Ahmed Ben Hamida, Wassim Zouch, Chokri Mhiri