Mohamed Hedi Bedoui

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 54

Top Topics

Interpolation Methods

Multiscale Analysis

Top Venues

Comput. Medical Imaging Graph.

ICCCI (CCIS Volume)

Publications

Aymen Chaouch, Nada Haj Messaoud, Asma Ben Abdallah, Jamal Saad, Laurent Payen, Badii Hmida, Mohamed Hedi Bedoui
Deep Learning Brain MRI Segmentation and 3D Reconstruction: Evaluation of Hippocampal Atrophy in Mesial Temporal Lobe Epilepsy. WorldCIST (2) (2024)
Aymen Zayed, Nidhameddine Belhadj, Khaled Ben Khalifa, Mohamed Hedi Bedoui, Carlos Valderrama
Efficient Generalized Electroencephalography-Based Drowsiness Detection Approach with Minimal Electrodes. Sensors 24 (13) (2024)
Najeh Nafti, Olfa Besbes, Asma Ben Abdallah, Antoine Vacavant, Mohamed Hedi Bedoui
A fast residual attention network for fine-grained unsupervised anomaly detection and localization. Appl. Soft Comput. 165 (2024)
Nada Haj Messaoud, Rim Ayari, Asma Ben Abdallah, Mohamed Hedi Bedoui
Automated Brain Lobe Segmentation and Feature Extraction from Multiple Sclerosis Lesions Using Deep Learning. VISIGRAPP (3): VISAPP (2024)
Ouissal Kriker, Asma Ben Abdallah, Nidhal Bouchehda, Mohamed Hedi Bedoui
Advancing Cardiovascular Imaging: Deep Learning-Based Analysis of Blood Flow Displacement Vectors in Ultrasound Video Sequences. WorldCIST (1) (2024)
Manef Ben Mbarek, Ines Assali, Salah Hamdi, Asma Ben Abdallah, Olivier David, Mouna Aissi, Marcel Carrère, Mohamed Hedi Bedoui
Automatic and manual prediction of epileptic seizures based on ECG. Signal Image Video Process. 18 (5) (2024)
Manel Mili, Asma Kerkeni, Asma Ben Abdallah, Mohamed Hedi Bedoui
ICU Mortality Prediction Using Long Short-Term Memory Networks. CoRR (2023)
Manel Mili, Asma Ben Abdallah, Jose Javier Otero, Asma Kerkeni, Mohamed Hedi Bedoui
Revolutionizing Brain Cancer Diagnosis: Automated Prediction of MGMT Methylation Status using Histological Images. CW (2023)
Najeh Nafti, Olfa Besbes, Asma Ben Abdallah, Mohamed Hedi Bedoui
Hyperparameters Optimization of Deep Learning Models for Unsupervised Lung Cancer Detection. CW (2023)
Marwa Gam, Mohamed Boubaker, Khaled Ben Khalifa, Mohamed Hedi Bedoui
A Parallel Reconfigurable Architecture for Scalable LVQ Neural Networks. Neural Process. Lett. 55 (3) (2023)
Aymen Zayed, Khaled Ben Khalifa, Nidhameddine Belhadj, Mohamed Hedi Bedoui, Carlos Alberto Valderrama Sakuyama
Discrete Wavelet Transform Coefficients for Drowsiness Detection from EEG Signals. DTTIS (2023)
Houssem Eddin Elbsir, Mohamed Kassab, Sami Bhiri, Mohamed Hedi Bedoui
Evaluation of LoRaWAN class B performances and its optimization for better support of actuators. Comput. Commun. 198 (2023)
Henda Boudegga, Yaroub Elloumi, Rostom Kachouri, Asma Ben Abdallah, Mohamed Hedi Bedoui
Deep Learning Architecture with an Optimized Convolutional Processing for the Segmentation of Retinal Blood Vessels. CoDIT (2023)
Asma Ammari, Ramzi Mahmoudi, Badii Hmida, Rachida Saouli, Mohamed Hedi Bedoui
Deep-active-learning approach towards accurate right ventricular segmentation using a two-level uncertainty estimation. Comput. Medical Imaging Graph. 104 (2023)
Nada Haj Messaoud, Asma Mansour, Mouna Aissi, Rim Ayari, Mahbouba Frih, Asma Ben Abdallah, Mohamed Hedi Bedoui
Automated segmentation of multiple sclerosis lesions based on convolutional neural networks. Comput. methods Biomech. Biomed. Eng. Imaging Vis. 11 (4) (2023)
Ramzi Mahmoudi, Sana Slama, Narjes Benameur, Khouloud Boukhris, Badii Hmida, Mohamed Hedi Bedoui
Notes on Fifth Dimension Modelling in Cardiovascular System Using Artificial Intelligence-Based Tools. WorldCIST (1) (2022)
Afef Abidi, Khaled Ben Khalifa, Ridha Ben Cheikh, Carlos Valderrama Sakuyama, Mohamed Hedi Bedoui
Automatic Detection of Drowsiness in EEG Records Based on Machine Learning Approaches. Neural Process. Lett. 54 (6) (2022)
Manel Mili, Asma Kerkeni, Asma Ben Abdallah, Mohamed Hedi Bedoui
ICU Mortality Prediction Using Long Short-Term Memory Networks. IDEAL (2022)
Sofien Bensayadia, Yaroub Elloumi, Rostom Kachouri, Mohamed Akil, Asma Ben Abdallah, Mohamed Hedi Bedoui
Automated method for real-time AMD screening of fundus images dedicated for mobile devices. Medical Biol. Eng. Comput. 60 (5) (2022)
Rania Mabrouk, Ramzi Mahmoudi, Asma Ammari, Rachida Saouli, Mohamed Hedi Bedoui
Analysis of Right Ventricle Segmentation in the End Diastolic and End Systolic Cardiac Phases Using UNet-Based Models. ICCCI (CCIS Volume) (2022)
Nada Haj Messaoud, Asma Mansour, Rim Ayari, Asma Ben Abdallah, Mouna Aissi, Mahbouba Frih, Mohamed Hedi Bedoui
Convolutional Neural Network Approach for Multiple Sclerosis Lesion Segmentation. IDEAL (2022)
Rawaa Hamdi, Asma Kerkeni, Mohamed Hedi Bedoui, Asma Ben Abdallah
Res-GAN: Residual Generative Adversarial Network for Coronary Artery Segmentation. IDEAL (2022)
Houssem Eddin Elbsir, Mohamed Kassab, Sami Bhiri, Mohamed Hedi Bedoui, David Castells-Rufas, Jordi Carrabina
LoRaWAN Optimization using optimized Auto-Regressive algorithm, Support Vector Machine and Temporal Fusion Transformer for QoS ensuring. WiMob (2022)
Rahma Boukadida, Yaroub Elloumi, Rostom Kachouri, Asma Ben Abdallah, Mohamed Hedi Bedoui
Automated Diagnosis of Retinal Neovascularization Pathologies from Color Retinal Fundus Images. CGI (2022)
Najeh Nafti, Olfa Besbes, Asma Ben Abdallah, Mohamed Hedi Bedoui
Fast Unsupervised Residual Attention GAN for COVID-19 Detection. ICCCI (CCIS Volume) (2022)
Afef Abidi, Ibtihel Nouira, Ines Assali, Mohamed Ali Saafi, Mohamed Hedi Bedoui
Hybrid Multi-Channel EEG Filtering Method for Ocular and Muscular Artifact Removal Based on the 3D Spline Interpolation Technique. Comput. J. 65 (5) (2022)
Yaroub Elloumi, Nesrine Abroug, Mohamed Hedi Bedoui
End-to-End Mobile System for Diabetic Retinopathy Screening Based on Lightweight Deep Neural Network. IDA (2022)
Sana Slama, Ramzi Mahmoudi, Badii Hmida, Mézri Maatouk, Mohamed Hedi Bedoui
Right Ventricle Segmentation in Cardiac MR Images Using Convolutional Neural Network Architecture. ICCCI (CCIS Volume) (2022)
Rahma Boukadida, Yaroub Elloumi, Mohamed Akil, Mohamed Hedi Bedoui
Mobile-aided screening system for proliferative diabetic retinopathy. Int. J. Imaging Syst. Technol. 31 (3) (2021)
Asma Ammari, Ramzi Mahmoudi, Badii Hmida, Rachida Saouli, Mohamed Hedi Bedoui
Slice-Level-Guided Convolutional Neural Networks to study the Right Ventricular Segmentation using MRI Short-Axis sequences. AICCSA (2021)
Ines Assali, Ines Jlassi, Mouna Aissi, Ahmed Ghazi Blaiech, Marcel Carrère, Mohamed Hedi Bedoui
Comparison by multivariate auto-regressive method of seizure prediction for real patients and virtual patients. Biomed. Signal Process. Control. 68 (2021)
Henda Boudegga, Yaroub Elloumi, Mohamed Akil, Mohamed Hedi Bedoui, Rostom Kachouri, Asma Ben Abdallah
Fast and efficient retinal blood vessel segmentation method based on deep learning network. Comput. Medical Imaging Graph. 90 (2021)
Yaroub Elloumi, Mohamed Akil, Mohamed Hedi Bedoui
Fast and accurate mobile-aided screening system of moderate diabetic retinopathy. ICMV (2020)
Khaled Ben Khalifa, Ahmed Ghazi Blaiech, Mehdi Abadi, Mohamed Hedi Bedoui
New Hardware Architecture for Self-Organizing Map Used for Color Vector Quantization. J. Circuits Syst. Comput. 29 (1) (2020)
Houssem Eddin Elbsir, Mohammed Kassab, Sami Bhiri, Mohamed Hedi Bedoui
Evaluation of LoRaWAN Class B efficiency for downlink traffic. WiMob (2020)
Yosra Braham, Yaroub Elloumi, Mohamed Akil, Mohamed Hedi Bedoui
Parallel computation of Watershed Transform in weighted graphs on shared memory machines. J. Real Time Image Process. 17 (3) (2020)
Ahmed Ghazi Blaiech, Khaled Ben Khalifa, Carlos Valderrama, Marcelo A. C. Fernandes, Mohamed Hedi Bedoui
A Survey and Taxonomy of FPGA-based Deep Learning Accelerators. J. Syst. Archit. 98 (2019)
Salah Hamdi, Najeh Chaabane, Mohamed Hedi Bedoui
Intra and Inter Relationships between Biomedical Signals: A VAR Model Analysis. IV (1) (2019)
Salah Hamdi, Asma Ben Abdallah, Mohamed Hedi Bedoui
A robust QRS complex detection using regular grammar and deterministic automata. Biomed. Signal Process. Control. 40 (2018)
Ahmed Ghazi Blaiech, Khaled Ben Khalifa, Mohamed Boubaker, Mohamed Hedi Bedoui
LVQ neural network optimized implementation on FPGA devices with multiple-wordlength operations for real-time systems. Neural Comput. Appl. 29 (2) (2018)
Salah Hamdi, Asma Ben Abdallah, Mohamed Hedi Bedoui
Novel Parameters for ECG Signal Analysis Irrespective of Patient's Age, Sex and Heart Rate. BIBE (2018)
Khaled Ben Khalifa, Mohamed Hedi Bedoui
A Systolic Hardware Architecture of Self-Organizing Map. IPAS (2018)
Afef Abidi, Ibtihel Nouira, Mohamed Hedi Bedoui
Parallel Implementation on GPU for EEG Artifact Rejection by Combining FastICA and TQWT. AICCSA (2018)
Najoua Chalbi, Mohamed Boubaker, Mohamed Hedi Bedoui
Implementation of a low-power LVQ architecture on FPGA. IET Circuits Devices Syst. 11 (6) (2017)
Marwa Gam, Mohamed Boubaker, Najoua Chalbi, Mohamed Hedi Bedoui
Parallelism Hardware Computation for Artificial Neural Network. AICCSA (2017)
Asma Kerkeni, Asma Ben Abdallah, Antoine Manzanera, Mohamed Hedi Bedoui
A coronary artery segmentation method based on multiscale analysis and region growing. Comput. Medical Imaging Graph. 48 (2016)
Chaima Oueslati, Sabra Mabrouk, Faouzi Ghorbel, Mohamed Hedi Bedoui
A Coronary Artery Segmentation Method Based on Graph Cuts and MultiScale Analysis. RFMI (2016)
Ibtihel Nouira, Asma Ben Abdallah, Mohamed Hedi Bedoui
Three-dimensional interpolation methods to spatiotemporal EEG mapping during various behavioral states. Signal Image Video Process. 10 (5) (2016)
Mehdi Abadi, Slavisa Jovanovic, Khaled Ben Khalifa, Serge Weber, Mohamed Hedi Bedoui
A hardware configurable self-organizing map for real-time color quantization. ICECS (2016)
Yaroub Elloumi, Mohamed Akil, Mohamed Hedi Bedoui
Execution time optimisation using delayed multidimensional retiming. Int. J. High Perform. Syst. Archit. 5 (3) (2015)
Ines Slim Sahli, Hanen Akkari Bettaieb, Asma Ben Abdallah, Imen Bhouri, Mohamed Hedi Bedoui
Detection and segmentation of microcalcifications in digital mammograms using multifractal analysis. IPTA (2015)
Ibtihel Nouira, Asma Ben Abdallah, Siham Layouni, Mohamed Hedi Bedoui, Mohamed Dogui
Spectral density variation mapping of cerebral waves by three-dimensional interpolation techniques. Int. J. Imaging Syst. Technol. 25 (3) (2015)
Yaroub Elloumi, Mohamed Akil, Mohamed Hedi Bedoui
WCET nested-loop minimization in terms of instruction-level-parallelism. HPCS (2015)
Rim Ayari, Asma Ben Abdallah, Faouzi Ghorbel, Mohamed Hedi Bedoui
Local deformation analysis of the heart left ventricle using SPHARM descriptors and modified hotelling T2 metric. TSP (2015)
Kamel Ben Salem, Lilia Rejeb, Mohamed Hedi Bedoui
Architecture multi-agents pyramidale et adaptative pour la segmentation des images volumiques (présentation courte). JFSMA (2014)
Salah Hamdi, Asma Ben Abdallah, Mohamed Hedi Bedoui
Scintigraphic image segmentation based on grammatical inference and spiral matrix. SoCPaR (2014)
Rafika Thabet, Ramzi Mahmoudi, Mohamed Hedi Bedoui
Image processing on mobile devices: An overview. IPAS (2014)
Rim Ayari, Asma Ben Abdallah, Mohamed Hedi Bedoui, Faouzi Ghorbel
Local deformation analysis in the heart left ventricle using the regional volume evolution. ICMCS (2014)
Ahmed Ghazi Blaiech, Khaled Ben Khalifa, Mohamed Boubaker, Mohamed Akil, Mohamed Hedi Bedoui
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. 5 (1) (2014)
Ibtihel Nouira, Asma Ben Abdallah, Mohamed Hedi Bedoui
EEG potential mapping by 3D interpolation methods. ICMCS (2014)
Rim Ayari, Asma Ben Abdallah, Mohamed Hedi Bedoui, Faouzi Ghorbel
Regional Curvature Analysis in the Left Ventricle of the Heart using Hotelling T2 Metric. J. Comput. 9 (7) (2014)
Salah Hamdi, Asma Ben Abdallah, Mohamed Hedi Bedoui
Novel Technique for Image Segmentation Based on Grammar Parsing and Hilbert Transform. ICIAR (2013)
Asma Kerkeni, Asma Ben Abdallah, Mohamed Hedi Bedoui
Coronary Artery MultiScale Enhancement Methods: A Comparative Study. ICIAR (2013)
Renaud Lopes, P. Dubois, Imen Bhouri, Mohamed Hedi Bedoui, Salah Maouche, Nacim Betrouni
Local fractal and multifractal features for volumic texture characterization. Pattern Recognit. 44 (8) (2011)
Asma Ben Abdallah, Faouzi Ghorbel, K. Chatti, H. Essabbah, Mohamed Hedi Bedoui
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. 31 (13) (2010)