Rostom Mabrouk

Publication Activity (10 Years)

Years Active: 2012-2023
Publications (10 Years): 10

Top Topics

Top Venues

Biomed. Signal Process. Control.

Publications

Hajer Khachnaoui, Belkacem Chikhaoui, Nawres Khlifa, Rostom Mabrouk
Enhanced Parkinson's Disease Diagnosis Through Convolutional Neural Network Models Applied to SPECT DaTSCAN Images. IEEE Access 11 (2023)
Hajer Khachnaoui, Nawres Khlifa, Rostom Mabrouk
Machine Learning for Early Parkinson's Disease Identification within SWEDD Group Using Clinical and DaTSCAN SPECT Imaging Features. J. Imaging 8 (4) (2022)
Rostom Mabrouk
Principal Component Analysis versus Subject's Residual Profile Analysis for Neuroinflammation Investigation in Parkinson Patients: A PET Brain Imaging Study. J. Imaging 8 (3) (2022)
Hajer Khachnaoui, Nawres Khlifa, Rostom Mabrouk
Statistical analysis of clinical and DaTSCAN SPECT imaging features' in Parkinson's Disease, SWEDD, and Healthy Control subjects. CoDIT (2022)
Hajer Khachnaoui, Rostom Mabrouk, Nawres Khlifa
Machine learning and deep learning for clinical data and PET/SPECT imaging in Parkinson's disease: a review. IET Image Process. 14 (16) (2020)
Hajer Jomaa, Rostom Mabrouk, Nawres Khlifa
Validation of iterative multi-resolution method for partial volume correction and quantification improvement in PET image. Biomed. Signal Process. Control. 60 (2020)
Hajer Jomaa, Rostom Mabrouk, Nawres Khlifa
Post-reconstruction-based partial volume correction methods: A comprehensive review. Biomed. Signal Process. Control. 46 (2018)
Hajer Jomaa, Rostom Mabrouk, Nawres Khlifa
Partial volume effect correction in PET image using iterative deconvolution and shearlet transform. ATSIP (2018)
Hajer Jomaa, Rostom Mabrouk, Nawres Khlifa, Frédéric Morain-Nicolier
Denoising of dynamic PET images using a multi-scale transform and non-local means filter. Biomed. Signal Process. Control. 41 (2018)
Hajer Jomaa, Rostom Mabrouk, Frédéric Morain-Nicolier, Nawres Khlifa
Multi-scale and Non Local Mean based filter for Positron Emission Tomography imaging denoising. ATSIP (2016)
Rostom Mabrouk, François Dubeau, Layachi Bentabet
F-FDG kinetic modeling using the iterative two-stage population approach for the assessment of left ventricular function in case of small animal heart failure. ISBI (2014)
Rostom Mabrouk, François Dubeau, Layachi Bentabet
Dynamic Cardiac PET Imaging: Extraction of Time-Activity Curves Using ICA and a Generalized Gaussian Distribution Model. IEEE Trans. Biomed. Eng. 60 (1) (2013)
Rostom Mabrouk, François Dubeau, Layachi Bentabet
F-FDG metabolism: Study of healthy and infarcted hearts of rats. EMBC (2013)
Rostom Mabrouk, François Dubeau, M'hamed Bentourkia, Layachi Bentabet
Extraction of time activity curves from gated FDG-PET images for small animals' heart studies. Comput. Medical Imaging Graph. 36 (6) (2012)
Rostom Mabrouk, Sylvain Prevost, François Dubeau, Layachi Bentabet
F-FDG PET images in rodents based on the generalized Gaussian ICA model. ISBI (2012)