Innovative Multi-Agent Architectures Propelling Genomic Analysis in General and Oncology Domains.

Ramzi Mahmoudi https://orcid.org/0000-0002-4271-3506 Zayneb Mannai Nizar Omheni Ramzi Mahmoudi Innovative Multi-Agent Architectures Propelling Genomic Analysis in General and Oncology Domains. 3990-3998 2026 ICAART (5) https://doi.org/10.5220/0014239700004052 conf/icaart/2026-5 db/conf/icaart/icaart2026-5.html#MannaiOM26

Rim Zarrouk Ramzi Mahmoudi Mohamed Bedoui Hedi Yu-Chen Hu Home healthcare: particle swarm optimization for human resource planning under uncertainty. 36563-36596 2025 September 84 Multim. Tools Appl. 30 https://doi.org/10.1007/s11042-024-20168-0 db/journals/mta/mta84.html#ZarroukMHH25 streams/journals/mta

Narjes Benameur Ameni Sassi Wael Ouarda Ramzi Mahmoudi Younes Arous Mazin Abed Mohammed Chokri Ben Amar Salam Labidi Halima Mahjoubi Deciphering the Complexities of COVID-19-Related Cardiac Complications: Enhancing Classification Accuracy With an Advanced Deep Learning Framework. 2024 34 Int. J. Imaging Syst. Technol. 5 https://doi.org/10.1002/ima.23189 db/journals/imst/imst34.html#BenameurSOMAMAL24

Narjes Benameur Ramzi Mahmoudi Mohamed Deriche 0001 Amira Fayouka Imene Masmoudi Mohamed Hedi Jemaa Nessrine Zoghlami Automatic Deep Learning-based Myocardial Contours Segmentation from Cine MRI Images. 76-81 2024 SSD https://doi.org/10.1109/SSD61670.2024.10548280 conf/IEEEssd/2024 db/conf/IEEEssd/ssd2024.html#BenameurMDFMJZ24 Amira Fayouka Narjes Benameur Ramzi Mahmoudi Imene Masmoudi Mohamed Deriche 0001 Cardiac Segmentation: A Comparative Study Between 3D UNet and 2D UNet performances. 1-7 2024 AICCSA https://doi.org/10.1109/AICCSA63423.2024.10912528 conf/aiccsa/2024 db/conf/aiccsa/aiccsa2024.html#FayoukaBMMD24 streams/conf/aiccsa Hassen Hamdi Rim Zarrouk Ramzi Mahmoudi Narjes Benameur Establishing an Interactive Virtual Library for Medical Manuscript Preservation Using KNN/SVM and an Amazon Elastic MapReduce Model. 1-6 2024 AICCSA https://doi.org/10.1109/AICCSA63423.2024.10912593 conf/aiccsa/2024 db/conf/aiccsa/aiccsa2024.html#HamdiZMB24 streams/conf/aiccsa

Narjes Benameur Ramzi Mahmoudi Mohamed Deriche 0001 Amira Fayouka Imene Masmoudi Nessrine Zoghlami An Improved Approach for Cardiac MRI Segmentation based on 3D UNet Combined with Papillary Muscle Exclusion. 2024 abs/2410.06818 CoRR https://doi.org/10.48550/arXiv.2410.06818 db/journals/corr/corr2410.html#abs-2410-06818 streams/journals/corr

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. 102168 2023 March 104 Comput. Medical Imaging Graph. https://doi.org/10.1016/j.compmedimag.2022.102168 db/journals/cmig/cmig104.html#AmmariMHSB23

Ramzi Mahmoudi Ventricular segmentation and modeling using topological watershed transformation and harmonic state model. 680-700 2023 March 33 Int. J. Imaging Syst. Technol. 2 https://doi.org/10.1002/ima.22818 db/journals/imst/imst33.html#Mahmoudi23

Narjes Benameur Rania Awadi Ramzi Mahmoudi Mohamed Deriche 0001 Mohammed Azmi Al-Betar Left Ventricle Wall Motion Abnormalities Detection in Cardiac MRI. 912-918 2023 SSD https://doi.org/10.1109/SSD58187.2023.10411310 conf/IEEEssd/2023 db/conf/IEEEssd/ssd2023.html#BenameurAMDB23 Hassen Hamdi Rim Zarrouk Ramzi Mahmoudi Narjes Bennour IoT Technologies for Smart Healthcare Buildings with Distributed Deep Learning Techniques. 172-183 2023 MEDI Workshops https://doi.org/10.1007/978-3-031-55729-3_14 conf/medi/2023w db/conf/medi/medi2023w.html#HamdiZMB23

Asma Ammari Ramzi Mahmoudi Badii Hmida Mezri Maatouk Rachida Saouli Mohamed Hédi Bedoui Clinical-Guided Strategy Towards a Spatio-Temporal Cardiac MRI Right Ventricular Short-Axis (ST-CMRI-RVSA) Labeled Dataset. 287 2022 3 SN Comput. Sci. 4 https://doi.org/10.1007/s42979-022-01144-7 db/journals/sncs/sncs3.html#AmmariMHMSB22

Sana Slama Ramzi Mahmoudi Badii Hmida Mézri Maatouk Mohamed Hedi Bedoui Right Ventricle Segmentation in Cardiac MR Images Using Convolutional Neural Network Architecture. 352-359 2022 ICCCI (CCIS Volume) https://doi.org/10.1007/978-3-031-16210-7_29 conf/iccci/2022ccis db/conf/iccci/iccci2022ccis.html#SlamaMHMB22 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. 385-395 2022 ICCCI (CCIS Volume) https://doi.org/10.1007/978-3-031-16210-7_32 conf/iccci/2022ccis db/conf/iccci/iccci2022ccis.html#MabroukMASB22 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. 663-673 2022 WorldCIST (1) https://doi.org/10.1007/978-3-031-04826-5_65 conf/worldcist/2022-1 db/conf/worldcist/worldcist2022-1.html#MahmoudiSBBHB22

Ramzi Mahmoudi Narjes Benameur Badii Hmida Mohamed Hedi Bedoui Mitral Valve Leaflets segmentation approaches based upon Frangi filter and ISODATA clustering. 678-689 2021 9 Comput. methods Biomech. Biomed. Eng. Imaging Vis. 6 https://doi.org/10.1080/21681163.2021.1936648 db/journals/cmbbeiv/cmbbeiv9.html#MahmoudiBHB21

Asma Ammari Ramzi Mahmoudi Badii Hmida Rachida Saouli Mohamed Hédi Bedoui A review of approaches investigated for right ventricular segmentation using short-axis cardiac MRI. 1845-1868 2021 15 IET Image Process. 9 https://doi.org/10.1049/ipr2.12165 db/journals/iet-ipr/iet-ipr15.html#AmmariMHSB21

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. 1-6 2021 AICCSA https://doi.org/10.1109/AICCSA53542.2021.9686842 conf/aiccsa/2021 db/conf/aiccsa/aiccsa2021.html#AmmariMHSB21 Khouloud Boukhris Ramzi Mahmoudi Asma Ben Abdallah Mabrouk AbdelAli Badii Hmida Mohamed Hédi Bedoui U-Shaped Densely Connected Convolutions for Left Ventricle Segmentation from CMR Images. 145-153 2021 CAIP (1) https://doi.org/10.1007/978-3-030-89128-2_14 conf/caip/2021-1 db/conf/caip/caip2021-1.html#BoukhrisMAAHB21

Ramzi Mahmoudi Narjes Ben Ameur Asma Ammari Mohamed Akil Rachida Saouli Badii Hmida Mohamed Hedi Bedoui Left ventricular segmentation based on a parallel watershed transformation towards an accurate heart function evaluation. 506-517 2020 14 IET Image Process. 3 https://doi.org/10.1049/iet-ipr.2018.6379 db/journals/iet-ipr/iet-ipr14.html#MahmoudiAAASHB20

Ramzi Mahmoudi Mohamed Akil Mohamed Hédi Bedoui Concurrent computation of topological watershed on shared memory parallel machines. 78-97 2017 69 Parallel Comput. https://doi.org/10.1016/j.parco.2017.08.010 db/journals/pc/pc69.html#MahmoudiAB17

Ramzi Mahmoudi Mohamed Akil Enhanced computation method of topological smoothing on shared memory parallel machines. 2016 abs/1603.09176 CoRR http://arxiv.org/abs/1603.09176 db/journals/corr/corr1603.html#MahmoudiA16

Ramzi Mahmoudi Mohamed Akil Petr Matas Parallel image thinning through topological operators on shared memory parallel machines. 2016 abs/1603.09180 CoRR http://arxiv.org/abs/1603.09180 db/journals/corr/corr1603.html#MahmoudiAM16

Ramzi Mahmoudi Mohamed Akil Real-time topological image smoothing on shared memory parallel machines. 2016 abs/1603.09337 CoRR http://arxiv.org/abs/1603.09337 db/journals/corr/corr1603.html#MahmoudiA16a

Rafika Thabet Ramzi Mahmoudi Mohamed Hedi Bedoui Image processing on mobile devices: An overview. 1-8 2014 IPAS https://doi.org/10.1109/IPAS.2014.7043267 conf/ipas2/2014 db/conf/ipas2/ipas2014.html#ThabetMB14 Ramzi Mahmoudi Real time image processing : algorithm parallelization on multicore multithread architecture. (Imagerie temps réel : parallélisation d'algorithmes sur plate-forme multi-processeurs). 2011 University of Paris-Est, France https://tel.archives-ouvertes.fr/pastel-00680735

Ramzi Mahmoudi Mohamed Akil Enhanced computation method of topological smoothing on shared memory parallel machines. 16 2011 2011 EURASIP J. Image Video Process. https://doi.org/10.1186/1687-5281-2011-16 https://www.wikidata.org/entity/Q59268026 db/journals/ejivp/ejivp2011.html#MahmoudiA11

Ramzi Mahmoudi Mohamed Akil Real-time topological image smoothing on shared memory parallel machines. 787109 2011 Real-Time Image and Video Processing https://doi.org/10.1117/12.872275 conf/rivp/2011 db/conf/rivp/rivp2011.html#MahmoudiA11 Ramzi Mahmoudi Mohamed Akil Image segmentation based upon topological operators: real-time implementation case study. 724403 2009 Real-Time Image and Video Processing https://doi.org/10.1117/12.812121 conf/rivp/2009 db/conf/rivp/rivp2009.html#MahmoudiA09 Asma Ben Abdallah Mabrouk AbdelAli Mohamed Akil Mohammed Azmi Al-Betar Chokri Ben Amar Narjes Ben Ameur Asma Ammari Younes Arous Rania Awadi Narjes Benameur Narjes Bennour Khouloud Boukhris Mohamed Deriche 0001 Amira Fayouka Hassen Hamdi Mohamed Bedoui HediMohamed Hedi BedouiMohamed Hédi Bedoui Badii Hmida Yu-Chen Hu Mohamed Hedi Jemaa Salam Labidi Mezri MaatoukMézri Maatouk Rania Mabrouk Halima Mahjoubi Zayneb Mannai Imene Masmoudi Petr Matas Mazin Abed Mohammed Nizar Omheni Wael Ouarda Rachida Saouli Ameni Sassi Sana Slama Rafika Thabet Rim Zarrouk Nessrine Zoghlami