Image segmentation based upon topological operators: real-time implementation case study. - Ramzi Mahmoudi; Mohamed Akil (Real-Time Image and Video Processing, 2009)

Real-time topological image smoothing on shared memory parallel machines. - Ramzi Mahmoudi; Mohamed Akil (Real-Time Image and Video Processing, 2011)

Enhanced computation method of topological smoothing on shared memory parallel machines. - Ramzi Mahmoudi; Mohamed Akil (EURASIP J. Image Video Process., 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)

Image processing on mobile devices: An overview. - Rafika Thabet; Ramzi Mahmoudi; Mohamed Hedi Bedoui (IPAS, 2014)

Parallel image thinning through topological operators on shared memory parallel machines. - Ramzi Mahmoudi; Mohamed Akil; Petr Matas (CoRR, 2016)

Concurrent computation of topological watershed on shared memory parallel machines. - Ramzi Mahmoudi; Mohamed Akil; Mohamed Hédi Bedoui (Parallel Comput., 2017)

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)

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 (AICCSA, 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 (CAIP (1), 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)

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)

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 (ICCCI (CCIS Volume), 2022)

Right Ventricle Segmentation in Cardiac MR Images Using Convolutional Neural Network Architecture. - Sana Slama; Ramzi Mahmoudi; Badii Hmida; Mézri Maatouk; Mohamed Hedi Bedoui (ICCCI (CCIS Volume), 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 (WorldCIST (1), 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)

Left Ventricle Wall Motion Abnormalities Detection in Cardiac MRI. - Narjes Benameur; Rania Awadi; Ramzi Mahmoudi; Mohamed Deriche 001; Mohammed Azmi Al-Betar (SSD, 2023)

IoT Technologies for Smart Healthcare Buildings with Distributed Deep Learning Techniques. - Hassen Hamdi; Rim Zarrouk; Ramzi Mahmoudi; Narjes Bennour (MEDI Workshops, 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., 2023)

Ventricular segmentation and modeling using topological watershed transformation and harmonic state model. - Ramzi Mahmoudi (Int. J. Imaging Syst. Technol., 2023)

Automatic Deep Learning-based Myocardial Contours Segmentation from Cine MRI Images. - Narjes Benameur; Ramzi Mahmoudi; Mohamed Deriche 001; Amira Fayouka; Imene Masmoudi; Mohamed Hedi Jemaa; Nessrine Zoghlami (SSD, 2024)

Cardiac Segmentation: A Comparative Study Between 3D UNet and 2D UNet performances. - Amira Fayouka; Narjes Benameur; Ramzi Mahmoudi; Imene Masmoudi; Mohamed Deriche 001 (AICCSA, 2024)

Establishing an Interactive Virtual Library for Medical Manuscript Preservation Using KNN/SVM and an Amazon Elastic MapReduce Model. - Hassen Hamdi; Rim Zarrouk; Ramzi Mahmoudi; Narjes Benameur (AICCSA, 2024)

An Improved Approach for Cardiac MRI Segmentation based on 3D UNet Combined with Papillary Muscle Exclusion. - Narjes Benameur; Ramzi Mahmoudi; Mohamed Deriche 001; Amira Fayouka; Imene Masmoudi; Nessrine Zoghlami (CoRR, 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)