Ramzi Mahmoudi

According to our database, Ramzi Mahmoudi authored at least 23 papers between 2009 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of five.

2024

Deciphering the Complexities of COVID-19-Related Cardiac Complications: Enhancing Classification Accuracy With an Advanced Deep Learning Framework.

Narjes Benameur, Ameni Sassi, Wael Ouarda, Ramzi Mahmoudi, Younes Arous, Mazin Abed Mohammed, Chokri Ben Amar, Salam Labidi, Halima Mahjoubi

Int. J. Imaging Syst. Technol., 2024

An Improved Approach for Cardiac MRI Segmentation based on 3D UNet Combined with Papillary Muscle Exclusion.

Narjes Benameur, Ramzi Mahmoudi, Mohamed Deriche, Amira Fayouka, Imene Masmoudi, Nessrine Zoghlami

CoRR, 2024

Automatic Deep Learning-based Myocardial Contours Segmentation from Cine MRI Images.

Narjes Benameur, Ramzi Mahmoudi, Mohamed Deriche, Amira Fayouka, Imene Masmoudi, Mohamed Hedi Jemaa, Nessrine Zoghlami

Proceedings of the 21st International Multi-Conference on Systems, Signals & Devices, 2024

2023

Ventricular segmentation and modeling using topological watershed transformation and harmonic state model.

Ramzi Mahmoudi

Int. J. Imaging Syst. Technol., March, 2023

Deep-active-learning approach towards accurate right ventricular segmentation using a two-level uncertainty estimation.

Asma Ammari, Ramzi Mahmoudi, Badii Hmida, Rachida Saouli, Mohamed Hedi Bedoui

Comput. Medical Imaging Graph., March, 2023

IoT Technologies for Smart Healthcare Buildings with Distributed Deep Learning Techniques.

Hassen Hamdi, Rim Zarrouk, Ramzi Mahmoudi, Narjes Bennour

Proceedings of the Advances in Model and Data Engineering in the Digitalization Era, 2023

Left Ventricle Wall Motion Abnormalities Detection in Cardiac MRI.

Narjes Benameur, Rania Awadi, Ramzi Mahmoudi, Mohamed Deriche, Mohamed Al Betar

Proceedings of the 20th International Multi-Conference on Systems, Signals & Devices, 2023

2022

Clinical-Guided Strategy Towards a Spatio-Temporal Cardiac MRI Right Ventricular Short-Axis (ST-CMRI-RVSA) Labeled Dataset.

Asma Ammari, Ramzi Mahmoudi, Badii Hmida, Mezri Maatouk, Rachida Saouli, Mohamed Hédi Bedoui

SN Comput. Sci., 2022

Notes on Fifth Dimension Modelling in Cardiovascular System Using Artificial Intelligence-Based Tools.

Ramzi Mahmoudi, Sana Slama, Narjes Benameur, Khouloud Boukhris, Badii Hmida, Mohamed Hedi Bedoui

Proceedings of the Information Systems and Technologies, 2022

Right Ventricle Segmentation in Cardiac MR Images Using Convolutional Neural Network Architecture.

Sana Slama, Ramzi Mahmoudi, Badii Hmida, Mézri Maatouk, Mohamed Hedi Bedoui

Proceedings of the Advances in Computational Collective Intelligence, 2022

Analysis of Right Ventricle Segmentation in the End Diastolic and End Systolic Cardiac Phases Using UNet-Based Models.

Rania Mabrouk, Ramzi Mahmoudi, Asma Ammari, Rachida Saouli, Mohamed Hedi Bedoui

Proceedings of the Advances in Computational Collective Intelligence, 2022

2021

A review of approaches investigated for right ventricular segmentation using short-axis cardiac MRI.

Asma Ammari, Ramzi Mahmoudi, Badii Hmida, Rachida Saouli, Mohamed Hédi Bedoui

IET Image Process., 2021

Mitral Valve Leaflets segmentation approaches based upon Frangi filter and ISODATA clustering.

Ramzi Mahmoudi, Narjes Benameur, Badii Hmida, Mohamed Hedi Bedoui

Comput. methods Biomech. Biomed. Eng. Imaging Vis., 2021

U-Shaped Densely Connected Convolutions for Left Ventricle Segmentation from CMR Images.

Khouloud Boukhris, Ramzi Mahmoudi, Asma Ben Abdallah, Mabrouk AbdelAli, Badii Hmida, Mohamed Hédi Bedoui

Proceedings of the Computer Analysis of Images and Patterns, 2021

Slice-Level-Guided Convolutional Neural Networks to study the Right Ventricular Segmentation using MRI Short-Axis sequences.

Asma Ammari, Ramzi Mahmoudi, Badii Hmida, Rachida Saouli, Mohamed Hedi Bedoui

Proceedings of the 18th IEEE/ACS International Conference on Computer Systems and Applications, 2021

2020

Left ventricular segmentation based on a parallel watershed transformation towards an accurate heart function evaluation.

Ramzi Mahmoudi, Narjes Ben Ameur, Asma Ammari, Mohamed Akil, Rachida Saouli, Badii Hmida, Mohamed Hedi Bedoui

IET Image Process., 2020

2017

Concurrent computation of topological watershed on shared memory parallel machines.

Ramzi Mahmoudi, Mohamed Akil, Mohamed Hédi Bedoui

Parallel Comput., 2017

2016

Parallel image thinning through topological operators on shared memory parallel machines.

Ramzi Mahmoudi, Mohamed Akil, Petr Matas

CoRR, 2016

2014

Image processing on mobile devices: An overview.

Rafika Thabet, Ramzi Mahmoudi, Mohamed Hedi Bedoui

Proceedings of the International Image Processing, 2014

2011

Real time image processing : algorithm parallelization on multicore multithread architecture. (Imagerie temps réel : parallélisation d'algorithmes sur plate-forme multi-processeurs).

Ramzi Mahmoudi

PhD thesis, 2011

Enhanced computation method of topological smoothing on shared memory parallel machines.

Ramzi Mahmoudi, Mohamed Akil

EURASIP J. Image Video Process., 2011

Real-time topological image smoothing on shared memory parallel machines.

Ramzi Mahmoudi, Mohamed Akil

Proceedings of the Real-Time Image and Video Processing 2011, 2011

2009

Image segmentation based upon topological operators: real-time implementation case study.

Ramzi Mahmoudi, Mohamed Akil

Proceedings of the Real-Time Image and Video Processing 2009, 2009