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Mohamed Bedoui Hedi
Mohamed Hedi Bedoui – Mohamed Hédi Bedoui
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2020 – today
- 2024
- [j46]Najeh Nafti
, Olfa Besbes
A fast residual attention network for fine-grained unsupervised anomaly detection and localization. Appl. Soft Comput. 165: 112066 (2024) - [j45]Aymen Zayed, Nidhameddine Belhadj
Efficient Generalized Electroencephalography-Based Drowsiness Detection Approach with Minimal Electrodes. Sensors 24(13): 4256 (2024) - [j44]Manef Ben Mbarek, Ines Assali, Salah Hamdi, Asma Ben Abdallah, Olivier David, Mouna Aissi, Marcel Carrère
Automatic and manual prediction of epileptic seizures based on ECG. Signal Image Video Process. 18(5): 4175-4190 (2024) - [c62]Ahmed Balaazi, Najeh Nafti, Asma Ben Abdallah, Mohamed Hedi Bedoui:
Detection and Localization of Covid-19 on Chest Radiographs by Deep Learning Algorithms. ICCCI (CCIS Volume 1) 2024: 106-118 - [c61]Nada Haj Messaoud
Automated Brain Lobe Segmentation and Feature Extraction from Multiple Sclerosis Lesions Using Deep Learning. VISIGRAPP (3): VISAPP 2024: 532-540 - [c60]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: 115-125 - [c59]Aymen Chaouch, Nada Haj Messaoud
Deep Learning Brain MRI Segmentation and 3D Reconstruction: Evaluation of Hippocampal Atrophy in Mesial Temporal Lobe Epilepsy. WorldCIST (2) 2024: 243-253 - 2023
- [j43]Ahmed Beji, Ahmed Ghazi Blaiech
An innovative medical image synthesis based on dual GAN deep neural networks for improved segmentation quality. Appl. Intell. 53(3): 3381-3397 (2023) - [j42]Ines Assali, Ahmed Ghazi Blaiech
CNN-based classification of epileptic states for seizure prediction using combined temporal and spectral features. Biomed. Signal Process. Control. 82: 104519 (2023) - [j41]Nada Haj Messaoud
Automated segmentation of multiple sclerosis lesions based on convolutional neural networks. Comput. methods Biomech. Biomed. Eng. Imaging Vis. 11(4): 1359-1377 (2023) - [j40]Asma Ammari
Deep-active-learning approach towards accurate right ventricular segmentation using a two-level uncertainty estimation. Comput. Medical Imaging Graph. 104: 102168 (2023) - [j39]Houssem Eddin Elbsir
Evaluation of LoRaWAN class B performances and its optimization for better support of actuators. Comput. Commun. 198: 128-139 (2023) - [j38]Ines Assali, Ibtihel Nouira
Intelligent ECG Signal Filtering Method Based on SVM Algorithm. Circuits Syst. Signal Process. 42(3): 1773-1791 (2023) - [j37]Marwa Gam
A Parallel Reconfigurable Architecture for Scalable LVQ Neural Networks. Neural Process. Lett. 55(3): 2521-2550 (2023) - [c58]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: 2451-2456 - [c57]Manel Mili
Revolutionizing Brain Cancer Diagnosis: Automated Prediction of MGMT Methylation Status using Histological Images. CW 2023: 149-156 - [c56]Najeh Nafti
Hyperparameters Optimization of Deep Learning Models for Unsupervised Lung Cancer Detection. CW 2023: 260-263 - [c55]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: 1-6 - [c54]Ibtihel Nouira, Omelkhir Boughzala, Ahmed Selmi, Mohamed Hédi Bedoui:
Brain Tumor Detection Using Convolutional Neural Network. ICSC 2023: 282-287 - [c53]Souhir Khessiba, Ahmed Ghazi Blaiech, Asma Ben Abdallah, Rim Grassa, Antoine Manzanera, Mohamed Hédi Bedoui:
Improving Knee Osteoarthritis Classification with Markerless Pose Estimation and STGCN Model. MMSP 2023: 1-7 - [c52]Abderrahman Ben Abdeljelil
Fusion-Based Approach to Enhance Markerless Motion Capture Accuracy for On-Site Analysis. PSIVT 2023: 436-450 - [i3]Manel Mili, Asma Kerkeni, Asma Ben Abdallah, Mohamed Hedi Bedoui:
ICU Mortality Prediction Using Long Short-Term Memory Networks. CoRR abs/2308.12800 (2023) - 2022
- [j36]Afef Abidi, Ibtihel Nouira
Hybrid Multi-Channel EEG Filtering Method for Ocular and Muscular Artifact Removal Based on the 3D Spline Interpolation Technique. Comput. J. 65(5): 1257-1271 (2022) - [j35]Sofien Bensayadia
Automated method for real-time AMD screening of fundus images dedicated for mobile devices. Medical Biol. Eng. Comput. 60(5): 1449-1479 (2022) - [j34]Souhir Khessiba, Ahmed Ghazi Blaiech, Khaled Ben Khalifa
Correction to: Innovative deep learning models for EEG-based vigilance detection. Neural Comput. Appl. 34(1): 819 (2022) - [j33]Afef Abidi, Khaled Ben Khalifa
Automatic Detection of Drowsiness in EEG Records Based on Machine Learning Approaches. Neural Process. Lett. 54(6): 5225-5249 (2022) - [j32]Asma Ammari
Clinical-Guided Strategy Towards a Spatio-Temporal Cardiac MRI Right Ventricular Short-Axis (ST-CMRI-RVSA) Labeled Dataset. SN Comput. Sci. 3(4): 287 (2022) - [c51]Aymen Chaouch
DL segmentation and 3D assessment of hippocampal atrophy in mesial temporal lobe epilepsy. ATSIP 2022: 1-6 - [c50]Hanêne Ben-Abdallah, Asma Ben Abdallah, Asma Achour, Mabrouk AbdelAli
Automatic evaluation of 3D volume infection rates: Application to the Covid-19 context. ATSIP 2022: 1-5 - [c49]Rahma Boukadida
Automated Diagnosis of Retinal Neovascularization Pathologies from Color Retinal Fundus Images. CGI 2022: 451-462 - [c48]E. Chakour, Y. Mrad, Anass Mansouri, Yaroub Elloumi, Mohamed Hedi Bedoui, I. B. Andaloussi, Ali Ahaitouf:
Blood vessel segmentation of retinal fundus images using dynamic preprocessing and mathematical morphology. CoDIT 2022: 1473-1478 - [c47]Souhir Khessiba
Hyperparameter Optimization of Deep Learning Models for EEG-Based Vigilance Detection. ICCCI (CCIS Volume) 2022: 200-210 - [c46]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: 352-359 - [c45]Najeh Nafti
Fast Unsupervised Residual Attention GAN for COVID-19 Detection. ICCCI (CCIS Volume) 2022: 360-372 - [c44]Rania Mabrouk
Analysis of Right Ventricle Segmentation in the End Diastolic and End Systolic Cardiac Phases Using UNet-Based Models. ICCCI (CCIS Volume) 2022: 385-395 - [c43]Henda Boudegga
Extended U-net for Retinal Vessel Segmentation. ICCCI (CCIS Volume) 2022: 564-576 - [c42]Yaroub Elloumi
End-to-End Mobile System for Diabetic Retinopathy Screening Based on Lightweight Deep Neural Network. IDA 2022: 66-77 - [c41]Manel Mili
ICU Mortality Prediction Using Long Short-Term Memory Networks. IDEAL 2022: 242-251 - [c40]Rawaa Hamdi
Res-GAN: Residual Generative Adversarial Network for Coronary Artery Segmentation. IDEAL 2022: 391-398 - [c39]Nada Haj Messaoud
Convolutional Neural Network Approach for Multiple Sclerosis Lesion Segmentation. IDEAL 2022: 540-548 - [c38]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: 302-307 - [c37]Ramzi Mahmoudi
Notes on Fifth Dimension Modelling in Cardiovascular System Using Artificial Intelligence-Based Tools. WorldCIST (1) 2022: 663-673 - 2021
- [j31]Ines Assali, Ines Jlassi, Mouna Aissi, Ahmed Ghazi Blaiech
Comparison by multivariate auto-regressive method of seizure prediction for real patients and virtual patients. Biomed. Signal Process. Control. 68: 102725 (2021) - [j30]Ramzi Mahmoudi, Narjes Benameur, Badii Hmida, Mohamed Hedi Bedoui:
Mitral Valve Leaflets segmentation approaches based upon Frangi filter and ISODATA clustering. Comput. methods Biomech. Biomed. Eng. Imaging Vis. 9(6): 678-689 (2021) - [j29]Henda Boudegga, Yaroub Elloumi
Fast and efficient retinal blood vessel segmentation method based on deep learning network. Comput. Medical Imaging Graph. 90: 101902 (2021) - [j28]Asma Ammari
A review of approaches investigated for right ventricular segmentation using short-axis cardiac MRI. IET Image Process. 15(9): 1845-1868 (2021) - [j27]Rahma Boukadida
Mobile-aided screening system for proliferative diabetic retinopathy. Int. J. Imaging Syst. Technol. 31(3): 1638-1654 (2021) - [j26]Souhir Khessiba, Ahmed Ghazi Blaiech
Innovative deep learning models for EEG-based vigilance detection. Neural Comput. Appl. 33(12): 6921-6937 (2021) - [c36]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: 1-6 - [c35]Safa Mathlouthi, Ahmed Ghazi Blaiech, Mourad Said, Asma Ben Abdallah, Mohamed Hédi Bedoui:
A Novel Deep Learning Model for Knee Cartilage 3D Segmentation. AICCSA 2021: 1-7 - [c34]Amir Bouden, Ahmed Ghazi Blaiech
A Novel Deep Learning Model for COVID-19 Detection from Combined Heterogeneous X-ray and CT Chest Images. AIME 2021: 378-383 - [c33]Khouloud Boukhris
U-Shaped Densely Connected Convolutions for Left Ventricle Segmentation from CMR Images. CAIP (1) 2021: 145-153 - [c32]Rawaa Hamdi, Asma Kerkeni, Mohamed Hédi Bedoui, Asma Ben Abdallah:
CAS-Net: A Novel Coronary Artery Segmentation Neural Network. ESANN 2021 - 2020
- [j25]Arij Debbich, Asma Ben Abdallah, Mezri Maatouk, Badii Hmida, Monica Sigovan, Patrick Clarysse
A Spatiotemporal exploration and 3D modeling of blood flow in healthy carotid artery bifurcation from two modalities: Ultrasound-Doppler and phase contrast MRI. Comput. Biol. Medicine 118: 103644 (2020) - [j24]Ramzi Mahmoudi
Left ventricular segmentation based on a parallel watershed transformation towards an accurate heart function evaluation. IET Image Process. 14(3): 506-517 (2020) - [j23]Khaled Ben Khalifa
New Hardware Architecture for Self-Organizing Map Used for Color Vector Quantization. J. Circuits Syst. Comput. 29(1): 2050002:1-2050002:35 (2020) - [j22]Sofien Bensayadia
Efficient graphical-processor-unit parallelization algorithm for computing Eigen values. J. Electronic Imaging 29(6): 063008 (2020) - [j21]Yosra Braham, Yaroub Elloumi
Parallel computation of Watershed Transform in weighted graphs on shared memory machines. J. Real Time Image Process. 17(3): 527-542 (2020) - [c31]Slavisa Jovanovic, Hassan Rabah
Scalable, dynamic and growing hardware self-organizing architecture for real-time vector quantization. ICECS 2020: 1-4 - [c30]Yaroub Elloumi
Fast and accurate mobile-aided screening system of moderate diabetic retinopathy. ICMV 2020: 116050U - [c29]Houssem Eddin Elbsir, Mohamed Kassab, Sami Bhiri, Mohamed Hedi Bedoui:
Evaluation of LoRaWAN Class B efficiency for downlink traffic. WiMob 2020: 105-110
2010 – 2019
- 2019
- [j20]Khaled Ben Khalifa
A Novel Hardware Systolic Architecture of a Self-Organizing Map Neural Network. Comput. Intell. Neurosci. 2019: 8212867:1-8212867:14 (2019) - [j19]Khaled Ben Khalifa
A Massively Parallel Implementation of a Modular Self-Organizing Map on FPGAs. J. Circuits Syst. Comput. 28(3): 1950054:1-1950054:31 (2019) - [j18]Ahmed Ghazi Blaiech
A Survey and Taxonomy of FPGA-based Deep Learning Accelerators. J. Syst. Archit. 98: 331-345 (2019) - [c28]Ahmed Ghazi Blaiech
Impact of Enhancement for Coronary Artery Segmentation Based on Deep Learning Neural Network. IbPRIA (2) 2019: 260-272 - [c27]Mehdi Abadi, Slavisa Jovanovic, Khaled Ben Khalifa
A Multi-Application, Scalable and Adaptable Hardware SOM Architecture. IJCNN 2019: 1-8 - [c26]Salah Hamdi, Najeh Chaabane
Intra and Inter Relationships between Biomedical Signals: A VAR Model Analysis. IV (1) 2019: 411-416 - 2018
- [j17]Salah Hamdi, Asma Ben Abdallah, Mohamed Hedi Bedoui
A robust QRS complex detection using regular grammar and deterministic automata. Biomed. Signal Process. Control. 40: 263-274 (2018) - [j16]Mehdi Abadi, Slavisa Jovanovic
A scalable and adaptable hardware NoC-based self organizing map. Microprocess. Microsystems 57: 1-14 (2018) - [j15]Ahmed Ghazi Blaiech
LVQ neural network optimized implementation on FPGA devices with multiple-wordlength operations for real-time systems. Neural Comput. Appl. 29(2): 509-528 (2018) - [c25]Afef Abidi, Ibtihel Nouira, Mohamed Hedi Bedoui:
Parallel Implementation on GPU for EEG Artifact Rejection by Combining FastICA and TQWT. AICCSA 2018: 1-8 - [c24]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: 255-258 - [c23]Khaled Ben Khalifa
A Systolic Hardware Architecture of Self-Organizing Map. IPAS 2018: 298-302 - 2017
- [j14]Najoua Chalbi, Mohamed Boubaker
Implementation of a low-power LVQ architecture on FPGA. IET Circuits Devices Syst. 11(6): 597-604 (2017) - [j13]Mohamed Akil
Special issue on real-time processing of medical images. J. Real Time Image Process. 13(1): 101-102 (2017) - [j12]Ramzi Mahmoudi
Concurrent computation of topological watershed on shared memory parallel machines. Parallel Comput. 69: 78-97 (2017) - [c22]Marwa Gam
Parallelism Hardware Computation for Artificial Neural Network. AICCSA 2017: 1049-1055 - 2016
- [j11]Asma Kerkeni
A coronary artery segmentation method based on multiscale analysis and region growing. Comput. Medical Imaging Graph. 48: 49-61 (2016) - [j10]Ibtihel Nouira
Three-dimensional interpolation methods to spatiotemporal EEG mapping during various behavioral states. Signal Image Video Process. 10(5): 943-949 (2016) - [c21]Ibtihel Nouira, Asma Ben Abdallah, Mohamed Hédi Bedoui, Mohamed Dogui:
Localisation of Epileptic Cerebral Activity Generators by 3D Spline Interpolation. BIOSIGNALS 2016: 340-345 - [c20]Mehdi Abadi, Slavisa Jovanovic
A hardware configurable self-organizing map for real-time color quantization. ICECS 2016: 336-339 - [c19]Yosra Braham, Mohamed Akil
Parallel implementation of a watershed algorithm on shared memory multicore architecture. ICMV 2016: 1034119 - [c18]Chaima Oueslati, Sabra Mabrouk, Faouzi Ghorbel
A Coronary Artery Segmentation Method Based on Graph Cuts and MultiScale Analysis. RFMI 2016: 141-151 - [c17]Mehdi Abadi, Slavisa Jovanovic
A Scalable Flexible SOM NoC-Based Hardware Architecture. WSOM 2016: 165-175 - 2015
- [j9]Yaroub Elloumi
Execution time optimisation using delayed multidimensional retiming. Int. J. High Perform. Syst. Archit. 5(3): 178-191 (2015) - [j8]Ibtihel Nouira, Asma Ben Abdallah, Siham Layouni, Mohamed Hedi Bedoui
Spectral density variation mapping of cerebral waves by three-dimensional interpolation techniques. Int. J. Imaging Syst. Technol. 25(3): 191-198 (2015) - [c16]Yaroub Elloumi
WCET nested-loop minimization in terms of instruction-level-parallelism. HPCS 2015: 386-393 - [c15]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: 180-184 - [c14]Rim Ayari, Asma Ben Abdallah, Faouzi Ghorbel
Local deformation analysis of the heart left ventricle using SPHARM descriptors and modified hotelling T2 metric. TSP 2015: 1-4 - 2014
- [j7]Ahmed Ghazi Blaiech
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): 37-60 (2014) - [j6]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): 1572-1576 (2014) - [c13]Rim Ayari, Asma Ben Abdallah, Mohamed Hedi Bedoui
Local deformation analysis in the heart left ventricle using the regional volume evolution. ICMCS 2014: 48-51 - [c12]Ibtihel Nouira, Asma Ben Abdallah, Mohamed Hedi Bedoui
EEG potential mapping by 3D interpolation methods. ICMCS 2014: 469-474 - [c11]Rafika Thabet
Image processing on mobile devices: An overview. IPAS 2014: 1-8 - [c10]Kamel Ben Salem, Lilia Rejeb, Mohamed Hedi Bedoui:
Architecture multi-agents pyramidale et adaptative pour la segmentation des images volumiques (présentation courte). JFSMA 2014: 171-180 - [c9]Salah Hamdi, Asma Ben Abdallah, Mohamed Hedi Bedoui
Scintigraphic image segmentation based on grammatical inference and spiral matrix. SoCPaR 2014: 186-190 - 2013
- [c8]Yaroub Elloumi
Execution Time and Code Size Optimization Using Multidimensional Retiming and Loop Striping. DSD 2013: 462-466 - [c7]Salah Hamdi, Asma Ben Abdallah, Mohamed Hedi Bedoui
Novel Technique for Image Segmentation Based on Grammar Parsing and Hilbert Transform. ICIAR 2013: 346-353 - [c6]Asma Kerkeni
Coronary Artery MultiScale Enhancement Methods: A Comparative Study. ICIAR 2013: 510-520 - 2012
- [j5]Najoua Chalbi, Mohamed Boubaker, Mohamed Bedoui Hedi:
Power estimation model based on grouping components in field-programmable gate array circuit. IET Circuits Devices Syst. 6(6): 437-446 (2012) - [c5]Yaroub Elloumi
Execution Time Optimization Using Delayed Multidimensional Retiming. DS-RT 2012: 177-184 - [c4]Najoua Chalbi, Mohamed Boubaker
Analytical dynamic power model for LUT based components. DTIS 2012: 1-6 - [i2]Yaroub Elloumi, Mohamed Akil, Mohamed Bedoui Hedi:
Timing and Code Size Optimization on Achieving Full Parallelism in Uniform Nested Loops. CoRR abs/1205.4672 (2012) - 2011
- [j4]Renaud Lopes, P. Dubois, Imen Bhouri, Mohamed Hedi Bedoui
Local fractal and multifractal features for volumic texture characterization. Pattern Recognit. 44(8): 1690-1697 (2011) - 2010
- [j3]Najoua Chalbi, Khaled Ben Khalifa
Implementation of a novel LVQ neural network architecture on FPGA. Int. J. Artif. Intell. Soft Comput. 2(3): 163-173 (2010) - [j2]Mohamed Boubaker
Implementation of an LVQ neural network with a variable size: algorithmic specification, architectural exploration and optimized implementation on FPGA devices. Neural Comput. Appl. 19(2): 283-297 (2010) - [j1]Asma Ben Abdallah, Faouzi Ghorbel
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): 1981-1990 (2010) - [c3]Yaroub Elloumi
Latency and power optimization in AAA methodology for integrated circuits. ICECS 2010: 639-642 - [c2]Ahmed Ghazi Blaiech
Hedi: Multi-width fixed-point coding based on reprogrammable hardware implementation of a multi-layer perceptron neural network for alertness classification. ISDA 2010: 610-614
2000 – 2009
- 2006
- [c1]Frédéric Alexandre, Nizar Kerkeni, Khaled Ben Khalifa, Mohamed Bedoui Hedi, Laurent Bougrain, Mohamed Dogui:
Supervised neuronal approaches for EEG signal classification: Experimental studies. Artificial Intelligence and Soft Computing 2006: 114-119 - 2005
- [i1]Nizar Kerkeni, Frédéric Alexandre, Mohamed Bedoui Hedi, Laurent Bougrain, Mohamed Dogui:
Neuronal Spectral Analysis of EEG and Expert Knowledge Integration for Automatic Classification of Sleep Stages. CoRR abs/cs/0510083 (2005)
Coauthor Index
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