Mohamed Hedi Bedoui

77 papers B 4C 15Journal 34Unranked 24
YearRankTypeTitle / Venue / Authors
2026 — conf
DL-Based Lesion Segmentation and Novel Biomarkers for Early EDSS Prediction in Multiple Sclerosis.
ICAART (4)
Nada Haj Messaoud, Aymen Chaouch, Asma Ben Abdallah, Mohamed Hedi Bedoui
2026 — conf
Optimized Deep Learning Multimodal Medical Images Registration: Validation on MRI/PET.
ICAART (4)
Aymen Chaouch, Nada Haj Messaoud, Asma Ben Abdallah, Mohamed Hedi Bedoui
2026 — conf
Quantitatively Audited Multi-View XAI for Medical Image Classification: Application to MGMT Promoter Methylation.
ICAART (2)
Manel Mili, Abderrahman Ben Abdeljelil, Antoine Manzanera, Asma Ben Abdallah, Jose Javier Otero, Mohamed Hedi Bedoui
2025 J jnl
Convolution Block Extension of DCNN for Retinal Vascular Segmentation: Taxonomy and Discussion.
Int. J. Imaging Syst. Technol.
Henda Boudegga, Yaroub Elloumi, Rostom Kachouri, Asma Ben Abdallah, Nesrine Abroug, Mohamed Hedi Bedoui
2025 J jnl
Enhanced Retinal Vessel Segmentation Using Dynamic Contrast Stretching and Mathematical Morphology on Fundus Images.
Appl. Comput. Intell. Soft Comput.
El-Mehdi Chakour, Yasmine Mrad, Anass Mansouri, Yaroub Elloumi, Idriss Benatiya Andaloussi, Mohamed Hedi Bedoui, Ali Ahaitouf
2025 J jnl
Unified multimodal conditional framework for unsupervised anomaly detection.
Int. J. Data Sci. Anal.
Najeh Nafti, Olfa Besbes, Asma Ben Abdallah, Mohamed Hedi Bedoui
2024 J jnl
A fast residual attention network for fine-grained unsupervised anomaly detection and localization.
Appl. Soft Comput.
Najeh Nafti, Olfa Besbes, Asma Ben Abdallah, Antoine Vacavant, Mohamed Hedi Bedoui
2024 — conf
Advancing Cardiovascular Imaging: Deep Learning-Based Analysis of Blood Flow Displacement Vectors in Ultrasound Video Sequences.
WorldCIST (1)
Ouissal Kriker, Asma Ben Abdallah, Nidhal Bouchehda, Mohamed Hedi Bedoui
2024 — conf
Automated Brain Lobe Segmentation and Feature Extraction from Multiple Sclerosis Lesions Using Deep Learning.
VISIGRAPP (3): VISAPP
Nada Haj Messaoud, Rim Ayari, Asma Ben Abdallah, Mohamed Hedi Bedoui
2024 J jnl
Automatic and manual prediction of epileptic seizures based on ECG.
Signal Image Video Process.
Manef Ben Mbarek, Ines Assali, Salah Hamdi, Asma Ben Abdallah, Olivier David, Mouna Aissi, Marcel Carrère, Mohamed Hedi Bedoui
2024 J jnl
CAS-GAN: A Novel Generative Adversarial Network-Based Architecture for Coronary Artery Segmentation.
Int. J. Imaging Syst. Technol.
Rawaa Hamdi, Asma Kerkeni, Asma Ben Abdallah, Mohamed Hedi Bedoui
2024 — conf
Deep Learning Brain MRI Segmentation and 3D Reconstruction: Evaluation of Hippocampal Atrophy in Mesial Temporal Lobe Epilepsy.
WorldCIST (2)
Aymen Chaouch, Nada Haj Messaoud, Asma Ben Abdallah, Jamal Saad, Laurent Payen, Badii Hmida, Mohamed Hedi Bedoui
2024 — conf
Detection and Localization of Covid-19 on Chest Radiographs by Deep Learning Algorithms.
ICCCI (CCIS Volume 1)
Ahmed Balaazi, Najeh Nafti, Asma Ben Abdallah, Mohamed Hedi Bedoui
2024 J jnl
Efficient Generalized Electroencephalography-Based Drowsiness Detection Approach with Minimal Electrodes.
Sensors
Aymen Zayed, Nidhameddine Belhadj, Khaled Ben Khalifa, Mohamed Hedi Bedoui, Carlos Valderrama
2023 J jnl
A Parallel Reconfigurable Architecture for Scalable LVQ Neural Networks.
Neural Process. Lett.
Marwa Gam, Mohamed Boubaker, Khaled Ben Khalifa, Mohamed Hedi Bedoui
2023 J jnl
Automated segmentation of multiple sclerosis lesions based on convolutional neural networks.
Comput. methods Biomech. Biomed. Eng. Imaging Vis.
Nada Haj Messaoud, Asma Mansour, Mouna Aissi, Rim Ayari, Mahbouba Frih, Asma Ben Abdallah, Mohamed Hedi Bedoui
2023 C conf
Deep Learning Architecture with an Optimized Convolutional Processing for the Segmentation of Retinal Blood Vessels.
CoDIT
Henda Boudegga, Yaroub Elloumi, Rostom Kachouri, Asma Ben Abdallah, Mohamed Hedi Bedoui
2023 J jnl
Deep-active-learning approach towards accurate right ventricular segmentation using a two-level uncertainty estimation.
Comput. Medical Imaging Graph.
Asma Ammari, Ramzi Mahmoudi, Badii Hmida, Rachida Saouli, Mohamed Hedi Bedoui
2023 — conf
Discrete Wavelet Transform Coefficients for Drowsiness Detection from EEG Signals.
DTTIS
Aymen Zayed, Khaled Ben Khalifa, Nidhameddine Belhadj, Mohamed Hedi Bedoui, Carlos Alberto Valderrama Sakuyama
2023 J jnl
Evaluation of LoRaWAN class B performances and its optimization for better support of actuators.
Comput. Commun.
Houssem Eddin Elbsir, Mohamed Kassab, Sami Bhiri, Mohamed Hedi Bedoui
2023 C conf
Hyperparameters Optimization of Deep Learning Models for Unsupervised Lung Cancer Detection.
CW
Najeh Nafti, Olfa Besbes, Asma Ben Abdallah, Mohamed Hedi Bedoui
2023 J jnl
ICU Mortality Prediction Using Long Short-Term Memory Networks.
CoRR
Manel Mili, Asma Kerkeni, Asma Ben Abdallah, Mohamed Hedi Bedoui
2023 B conf
Retinal blood vessel segmentation from high resolution fundus image using deep learning architecture.
ESANN
Henda Boudegga, Yaroub Elloumi, Asma Ben Abdallah, Rostom Kachouri, Mohamed Hedi Bedoui
2023 C conf
Revolutionizing Brain Cancer Diagnosis: Automated Prediction of MGMT Methylation Status using Histological Images.
CW
Manel Mili, Asma Ben Abdallah, Jose Javier Otero, Asma Kerkeni, Mohamed Hedi Bedoui
2022 — conf
Analysis of Right Ventricle Segmentation in the End Diastolic and End Systolic Cardiac Phases Using UNet-Based Models.
ICCCI (CCIS Volume)
Rania Mabrouk, Ramzi Mahmoudi, Asma Ammari, Rachida Saouli, Mohamed Hedi Bedoui
2022 C conf
Automated Diagnosis of Retinal Neovascularization Pathologies from Color Retinal Fundus Images.
CGI
Rahma Boukadida, Yaroub Elloumi, Rostom Kachouri, Asma Ben Abdallah, Mohamed Hedi Bedoui
2022 J jnl
Automated method for real-time AMD screening of fundus images dedicated for mobile devices.
Medical Biol. Eng. Comput.
Sofien Bensayadia, Yaroub Elloumi, Rostom Kachouri, Mohamed Akil, Asma Ben Abdallah, Mohamed Hedi Bedoui
2022 J jnl
Automatic Detection of Drowsiness in EEG Records Based on Machine Learning Approaches.
Neural Process. Lett.
Afef Abidi, Khaled Ben Khalifa, Ridha Ben Cheikh, Carlos Valderrama Sakuyama, Mohamed Hedi Bedoui
2022 C conf
Blood vessel segmentation of retinal fundus images using dynamic preprocessing and mathematical morphology.
CoDIT
El-Mehdi Chakour, Yasmine Mrad, Anass Mansouri, Yaroub Elloumi, Mohamed Hedi Bedoui, Idriss Benatiya Andaloussi, Ali Ahaitouf
2022 C conf
Convolutional Neural Network Approach for Multiple Sclerosis Lesion Segmentation.
IDEAL
Nada Haj Messaoud, Asma Mansour, Rim Ayari, Asma Ben Abdallah, Mouna Aissi, Mahbouba Frih, Mohamed Hedi Bedoui
2022 B conf
End-to-End Mobile System for Diabetic Retinopathy Screening Based on Lightweight Deep Neural Network.
IDA
Yaroub Elloumi, Nesrine Abroug, Mohamed Hedi Bedoui
2022 — conf
Fast Unsupervised Residual Attention GAN for COVID-19 Detection.
ICCCI (CCIS Volume)
Najeh Nafti, Olfa Besbes, Asma Ben Abdallah, Mohamed Hedi Bedoui
2022 J jnl
Hybrid Multi-Channel EEG Filtering Method for Ocular and Muscular Artifact Removal Based on the 3D Spline Interpolation Technique.
Comput. J.
Afef Abidi, Ibtihel Nouira, Ines Assali, Mohamed Ali Saafi, Mohamed Hedi Bedoui
2022 C conf
ICU Mortality Prediction Using Long Short-Term Memory Networks.
IDEAL
Manel Mili, Asma Kerkeni, Asma Ben Abdallah, Mohamed Hedi Bedoui
2022 B conf
LoRaWAN Optimization using optimized Auto-Regressive algorithm, Support Vector Machine and Temporal Fusion Transformer for QoS ensuring.
WiMob
Houssem Eddin Elbsir, Mohamed Kassab, Sami Bhiri, Mohamed Hedi Bedoui, David Castells-Rufas, Jordi Carrabina
2022 — conf
Notes on Fifth Dimension Modelling in Cardiovascular System Using Artificial Intelligence-Based Tools.
WorldCIST (1)
Ramzi Mahmoudi, Sana Slama, Narjes Benameur, Khouloud Boukhris, Badii Hmida, Mohamed Hedi Bedoui
2022 C conf
Res-GAN: Residual Generative Adversarial Network for Coronary Artery Segmentation.
IDEAL
Rawaa Hamdi, Asma Kerkeni, Mohamed Hedi Bedoui, Asma Ben Abdallah
2022 — conf
Right Ventricle Segmentation in Cardiac MR Images Using Convolutional Neural Network Architecture.
ICCCI (CCIS Volume)
Sana Slama, Ramzi Mahmoudi, Badii Hmida, Mézri Maatouk, Mohamed Hedi Bedoui
2021 J jnl
Comparison by multivariate auto-regressive method of seizure prediction for real patients and virtual patients.
Biomed. Signal Process. Control.
Ines Assali, Ines Jlassi, Mouna Aissi, Ahmed Ghazi Blaiech, Marcel Carrère, Mohamed Hedi Bedoui
2021 J jnl
Fast and efficient retinal blood vessel segmentation method based on deep learning network.
Comput. Medical Imaging Graph.
Henda Boudegga, Yaroub Elloumi, Mohamed Akil, Mohamed Hedi Bedoui, Rostom Kachouri, Asma Ben Abdallah
2021 J jnl
Mitral Valve Leaflets segmentation approaches based upon Frangi filter and ISODATA clustering.
Comput. methods Biomech. Biomed. Eng. Imaging Vis.
Ramzi Mahmoudi, Narjes Benameur, Badii Hmida, Mohamed Hedi Bedoui
2021 J jnl
Mobile-aided screening system for proliferative diabetic retinopathy.
Int. J. Imaging Syst. Technol.
Rahma Boukadida, Yaroub Elloumi, Mohamed Akil, Mohamed Hedi Bedoui
2021 C conf
Slice-Level-Guided Convolutional Neural Networks to study the Right Ventricular Segmentation using MRI Short-Axis sequences.
AICCSA
Asma Ammari, Ramzi Mahmoudi, Badii Hmida, Rachida Saouli, Mohamed Hedi Bedoui
2020 B conf
Evaluation of LoRaWAN Class B efficiency for downlink traffic.
WiMob
Houssem Eddin Elbsir, Mohamed Kassab, Sami Bhiri, Mohamed Hedi Bedoui
2020 C conf
Fast and accurate mobile-aided screening system of moderate diabetic retinopathy.
ICMV
Yaroub Elloumi, Mohamed Akil, Mohamed Hedi Bedoui
2020 J jnl
Left ventricular segmentation based on a parallel watershed transformation towards an accurate heart function evaluation.
IET Image Process.
Ramzi Mahmoudi, Narjes Ben Ameur, Asma Ammari, Mohamed Akil, Rachida Saouli, Badii Hmida, Mohamed Hedi Bedoui
2020 J jnl
New Hardware Architecture for Self-Organizing Map Used for Color Vector Quantization.
J. Circuits Syst. Comput.
Khaled Ben Khalifa, Ahmed Ghazi Blaiech, Mehdi Abadi, Mohamed Hedi Bedoui
2020 J jnl
Parallel computation of Watershed Transform in weighted graphs on shared memory machines.
J. Real Time Image Process.
Yosra Braham, Yaroub Elloumi, Mohamed Akil, Mohamed Hedi Bedoui
2019 J jnl
A Survey and Taxonomy of FPGA-based Deep Learning Accelerators.
J. Syst. Archit.
Ahmed Ghazi Blaiech, Khaled Ben Khalifa, Carlos Valderrama, Marcelo A. C. Fernandes, Mohamed Hedi Bedoui
2019 — conf
Intra and Inter Relationships between Biomedical Signals: A VAR Model Analysis.
IV (1)
Salah Hamdi, Najeh Chaabane, Mohamed Hedi Bedoui
2018 C conf
A Systolic Hardware Architecture of Self-Organizing Map.
IPAS
Khaled Ben Khalifa, Mohamed Hedi Bedoui
2018 J jnl
A robust QRS complex detection using regular grammar and deterministic automata.
Biomed. Signal Process. Control.
Salah Hamdi, Asma Ben Abdallah, Mohamed Hedi Bedoui
2018 J jnl
LVQ neural network optimized implementation on FPGA devices with multiple-wordlength operations for real-time systems.
Neural Comput. Appl.
Ahmed Ghazi Blaiech, Khaled Ben Khalifa, Mohamed Boubaker, Mohamed Hedi Bedoui
2018 C conf
Novel Parameters for ECG Signal Analysis Irrespective of Patient's Age, Sex and Heart Rate.
BIBE
Salah Hamdi, Asma Ben Abdallah, Mohamed Hedi Bedoui
2018 C conf
Parallel Implementation on GPU for EEG Artifact Rejection by Combining FastICA and TQWT.
AICCSA
Afef Abidi, Ibtihel Nouira, Mohamed Hedi Bedoui
2017 J jnl
Implementation of a low-power LVQ architecture on FPGA.
IET Circuits Devices Syst.
Najoua Chalbi, Mohamed Boubaker, Mohamed Hedi Bedoui
2017 C conf
Parallelism Hardware Computation for Artificial Neural Network.
AICCSA
Marwa Gam, Mohamed Boubaker, Najoua Chalbi, Mohamed Hedi Bedoui
2016 — conf
A Coronary Artery Segmentation Method Based on Graph Cuts and MultiScale Analysis.
RFMI
Chaima Oueslati, Sabra Mabrouk, Faouzi Ghorbel, Mohamed Hedi Bedoui
2016 J jnl
A coronary artery segmentation method based on multiscale analysis and region growing.
Comput. Medical Imaging Graph.
Asma Kerkeni, Asma Ben Abdallah, Antoine Manzanera, Mohamed Hedi Bedoui
2016 — conf
A hardware configurable self-organizing map for real-time color quantization.
ICECS
Mehdi Abadi, Slavisa Jovanovic, Khaled Ben Khalifa, Serge Weber, Mohamed Hedi Bedoui
2016 J jnl
Three-dimensional interpolation methods to spatiotemporal EEG mapping during various behavioral states.
Signal Image Video Process.
Ibtihel Nouira, Asma Ben Abdallah, Mohamed Hedi Bedoui
2015 — conf
Detection and segmentation of microcalcifications in digital mammograms using multifractal analysis.
IPTA
Ines Slim Sahli, Hanen Akkari Bettaieb, Asma Ben Abdallah, Imen Bhouri, Mohamed Hedi Bedoui
2015 J jnl
Execution time optimisation using delayed multidimensional retiming.
Int. J. High Perform. Syst. Archit.
Yaroub Elloumi, Mohamed Akil, Mohamed Hedi Bedoui
2015 — conf
Local deformation analysis of the heart left ventricle using SPHARM descriptors and modified hotelling T2 metric.
TSP
Rim Ayari, Asma Ben Abdallah, Faouzi Ghorbel, Mohamed Hedi Bedoui
2015 J jnl
Spectral density variation mapping of cerebral waves by three-dimensional interpolation techniques.
Int. J. Imaging Syst. Technol.
Ibtihel Nouira, Asma Ben Abdallah, Siham Layouni, Mohamed Hedi Bedoui, Mohamed Dogui
2015 — conf
WCET nested-loop minimization in terms of instruction-level-parallelism.
HPCS
Yaroub Elloumi, Mohamed Akil, Mohamed Hedi Bedoui
2014 — conf
Architecture multi-agents pyramidale et adaptative pour la segmentation des images volumiques (présentation courte).
JFSMA
Kamel Ben Salem, Lilia Rejeb, Mohamed Hedi Bedoui
2014 — conf
EEG potential mapping by 3D interpolation methods.
ICMCS
Ibtihel Nouira, Asma Ben Abdallah, Mohamed Hedi Bedoui
2014 C conf
Image processing on mobile devices: An overview.
IPAS
Rafika Thabet, Ramzi Mahmoudi, Mohamed Hedi Bedoui
2014 J jnl
Integration of Optimization Approach Based on Multiple Wordlength Operation Grouping in the AAA Methodology for Real-Time Systems: LVQ Implementation.
Int. J. Embed. Real Time Commun. Syst.
Ahmed Ghazi Blaiech, Khaled Ben Khalifa, Mohamed Boubaker, Mohamed Akil, Mohamed Hedi Bedoui
2014 — conf
Local deformation analysis in the heart left ventricle using the regional volume evolution.
ICMCS
Rim Ayari, Asma Ben Abdallah, Mohamed Hedi Bedoui, Faouzi Ghorbel
2014 J jnl
Regional Curvature Analysis in the Left Ventricle of the Heart using Hotelling T2 Metric.
J. Comput.
Rim Ayari, Asma Ben Abdallah, Mohamed Hedi Bedoui, Faouzi Ghorbel
2014 — conf
Scintigraphic image segmentation based on grammatical inference and spiral matrix.
SoCPaR
Salah Hamdi, Asma Ben Abdallah, Mohamed Hedi Bedoui
2013 — conf
Coronary Artery MultiScale Enhancement Methods: A Comparative Study.
ICIAR
Asma Kerkeni, Asma Ben Abdallah, Mohamed Hedi Bedoui
2013 — conf
Novel Technique for Image Segmentation Based on Grammar Parsing and Hilbert Transform.
ICIAR
Salah Hamdi, Asma Ben Abdallah, Mohamed Hedi Bedoui
2011 J jnl
Local fractal and multifractal features for volumic texture characterization.
Pattern Recognit.
Renaud Lopes, P. Dubois, Imen Bhouri, Mohamed Hedi Bedoui, Salah Maouche, Nacim Betrouni
2010 J jnl
A new uniform parameterization and invariant 3D spherical harmonic shape descriptors for shape analysis of the heart's left ventricle - A pilot study.
Pattern Recognit. Lett.
Asma Ben Abdallah, Faouzi Ghorbel, Kaouthar Chatti, H. Essabbah, Mohamed Hedi Bedoui