Ramzi Mahmoudi

29 papers C 4Journal 14Unranked 10

Year	Rank	Type	Title / Venue / Authors
2026	—	`conf`	Innovative Multi-Agent Architectures Propelling Genomic Analysis in General and Oncology Domains. ICAART (5) Zayneb Mannai, Nizar Omheni, Ramzi Mahmoudi
2025	J	`jnl`	Home healthcare: particle swarm optimization for human resource planning under uncertainty. Multim. Tools Appl. Rim Zarrouk, Ramzi Mahmoudi, Mohamed Bedoui Hedi, Yu-Chen Hu
2024	J	`jnl`	An Improved Approach for Cardiac MRI Segmentation based on 3D UNet Combined with Papillary Muscle Exclusion. CoRR Narjes Benameur, Ramzi Mahmoudi, Mohamed Deriche, Amira Fayouka, Imene Masmoudi, Nessrine Zoghlami
2024	—	`conf`	Automatic Deep Learning-based Myocardial Contours Segmentation from Cine MRI Images. SSD Narjes Benameur, Ramzi Mahmoudi, Mohamed Deriche, Amira Fayouka, Imene Masmoudi, Mohamed Hedi Jemaa, Nessrine Zoghlami
2024	C	`conf`	Cardiac Segmentation: A Comparative Study Between 3D UNet and 2D UNet performances. AICCSA Amira Fayouka, Narjes Benameur, Ramzi Mahmoudi, Imene Masmoudi, Mohamed Deriche
2024	J	`jnl`	Deciphering the Complexities of COVID-19-Related Cardiac Complications: Enhancing Classification Accuracy With an Advanced Deep Learning Framework. Int. J. Imaging Syst. Technol. Narjes Benameur, Ameni Sassi, Wael Ouarda, Ramzi Mahmoudi, Younes Arous, Mazin Abed Mohammed, Chokri Ben Amar, Salam Labidi, Halima Mahjoubi
2024	C	`conf`	Establishing an Interactive Virtual Library for Medical Manuscript Preservation Using KNN/SVM and an Amazon Elastic MapReduce Model. AICCSA Hassen Hamdi, Rim Zarrouk, Ramzi Mahmoudi, Narjes Benameur
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`	IoT Technologies for Smart Healthcare Buildings with Distributed Deep Learning Techniques. MEDI Workshops Hassen Hamdi, Rim Zarrouk, Ramzi Mahmoudi, Narjes Bennour
2023	—	`conf`	Left Ventricle Wall Motion Abnormalities Detection in Cardiac MRI. SSD Narjes Benameur, Rania Awadi, Ramzi Mahmoudi, Mohamed Deriche, Mohammed Azmi Al-Betar
2023	J	`jnl`	Ventricular segmentation and modeling using topological watershed transformation and harmonic state model. Int. J. Imaging Syst. Technol. Ramzi Mahmoudi
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	J	`jnl`	Clinical-Guided Strategy Towards a Spatio-Temporal Cardiac MRI Right Ventricular Short-Axis (ST-CMRI-RVSA) Labeled Dataset. SN Comput. Sci. Asma Ammari, Ramzi Mahmoudi, Badii Hmida, Mezri Maatouk, Rachida Saouli, Mohamed Hédi Bedoui
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	—	`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`	A review of approaches investigated for right ventricular segmentation using short-axis cardiac MRI. IET Image Process. Asma Ammari, Ramzi Mahmoudi, Badii Hmida, Rachida Saouli, Mohamed Hédi Bedoui
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	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
2021	—	`conf`	U-Shaped Densely Connected Convolutions for Left Ventricle Segmentation from CMR Images. CAIP (1) Khouloud Boukhris, Ramzi Mahmoudi, Asma Ben Abdallah, Mabrouk AbdelAli, Badii Hmida, Mohamed Hédi 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
2017	J	`jnl`	Concurrent computation of topological watershed on shared memory parallel machines. Parallel Comput. Ramzi Mahmoudi, Mohamed Akil, Mohamed Hédi Bedoui
2016	J	`jnl`	Enhanced computation method of topological smoothing on shared memory parallel machines. CoRR Ramzi Mahmoudi, Mohamed Akil
2016	J	`jnl`	Parallel image thinning through topological operators on shared memory parallel machines. CoRR Ramzi Mahmoudi, Mohamed Akil, Petr Matas
2016	J	`jnl`	Real-time topological image smoothing on shared memory parallel machines. CoRR Ramzi Mahmoudi, Mohamed Akil
2014	C	`conf`	Image processing on mobile devices: An overview. IPAS Rafika Thabet, Ramzi Mahmoudi, Mohamed Hedi Bedoui
2011	J	`jnl`	Enhanced computation method of topological smoothing on shared memory parallel machines. EURASIP J. Image Video Process. Ramzi Mahmoudi, Mohamed Akil
2011	—	`—`	Real time image processing : algorithm parallelization on multicore multithread architecture. (Imagerie temps réel : parallélisation d'algorithmes sur plate-forme multi-processeurs). Ramzi Mahmoudi
2011	—	`conf`	Real-time topological image smoothing on shared memory parallel machines. Real-Time Image and Video Processing Ramzi Mahmoudi, Mohamed Akil
2009	—	`conf`	Image segmentation based upon topological operators: real-time implementation case study. Real-Time Image and Video Processing Ramzi Mahmoudi, Mohamed Akil