Rostom Mabrouk

According to our database, Rostom Mabrouk authored at least 16 papers between 2012 and 2023.

Collaborative distances:

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

2023

Enhanced Parkinson's Disease Diagnosis Through Convolutional Neural Network Models Applied to SPECT DaTSCAN Images.

Hajer Khachnaoui, Belkacem Chikhaoui, Nawres Khlifa, Rostom Mabrouk

IEEE Access, 2023

Deriving Physiological Information from PET Images Using Machine Learning.

Olfa Gassara, Belkacem Chikhaoui, Rostom Mabrouk, Shengrui Wang

Proceedings of the Digital Health Transformation, 2023

2022

Principal Component Analysis versus Subject's Residual Profile Analysis for Neuroinflammation Investigation in Parkinson Patients: A PET Brain Imaging Study.

Rostom Mabrouk

J. Imaging, 2022

Machine Learning for Early Parkinson's Disease Identification within SWEDD Group Using Clinical and DaTSCAN SPECT Imaging Features.

Hajer Khachnaoui, Nawres Khlifa, Rostom Mabrouk

J. Imaging, 2022

Statistical analysis of clinical and DaTSCAN SPECT imaging features' in Parkinson's Disease, SWEDD, and Healthy Control subjects.

Hajer Khachnaoui, Nawres Khlifa, Rostom Mabrouk

Proceedings of the 8th International Conference on Control, 2022

2020

Machine learning and deep learning for clinical data and PET/SPECT imaging in Parkinson's disease: a review.

Hajer Khachnaoui, Rostom Mabrouk, Nawres Khlifa

IET Image Process., 2020

Validation of iterative multi-resolution method for partial volume correction and quantification improvement in PET image.

Hajer Jomaa, Rostom Mabrouk, Nawres Khlifa

Biomed. Signal Process. Control., 2020

2018

Denoising of dynamic PET images using a multi-scale transform and non-local means filter.

Hajer Jomaa, Rostom Mabrouk, Nawres Khlifa, Frédéric Morain-Nicolier

Biomed. Signal Process. Control., 2018

Post-reconstruction-based partial volume correction methods: A comprehensive review.

Hajer Jomaa, Rostom Mabrouk, Nawres Khlifa

Biomed. Signal Process. Control., 2018

Partial volume effect correction in PET image using iterative deconvolution and shearlet transform.

Hajer Jomaa, Rostom Mabrouk, Nawres Khlifa

Proceedings of the 4th International Conference on Advanced Technologies for Signal and Image Processing, 2018

2016

Multi-scale and Non Local Mean based filter for Positron Emission Tomography imaging denoising.

Hajer Jomaa, Rostom Mabrouk, Frédéric Morain-Nicolier, Nawres Khlifa

Proceedings of the 2nd International Conference on Advanced Technologies for Signal and Image Processing, 2016

2014

PET ¹⁸F-FDG kinetic modeling using the iterative two-stage population approach for the assessment of left ventricular function in case of small animal heart failure.

Rostom Mabrouk, François Dubeau, Layachi Bentabet

Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014

2013

Dynamic Cardiac PET Imaging: Extraction of Time-Activity Curves Using ICA and a Generalized Gaussian Distribution Model.

Rostom Mabrouk, François Dubeau, Layachi Bentabet

IEEE Trans. Biomed. Eng., 2013

Cardiac PET Imaging of ¹⁸F-FDG metabolism: Study of healthy and infarcted hearts of rats.

Rostom Mabrouk, François Dubeau, Layachi Bentabet

Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

2012

Extraction of time activity curves from gated FDG-PET images for small animals' heart studies.

Rostom Mabrouk, François Dubeau, M'hamed Bentourkia, Layachi Bentabet

Comput. Medical Imaging Graph., 2012

Derived input function from dynamic cardiac ¹⁸F-FDG PET images in rodents based on the generalized Gaussian ICA model.

Rostom Mabrouk, Sylvain Prevost, François Dubeau, Layachi Bentabet

Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012