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 (ISBI, 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)

Cardiac PET Imaging of 18F-FDG metabolism: Study of healthy and infarcted hearts of rats. - Rostom Mabrouk; François Dubeau; Layachi Bentabet (EMBC, 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)

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 (ISBI, 2014)

Multi-scale and Non Local Mean based filter for Positron Emission Tomography imaging denoising. - Hajer Jomaa; Rostom Mabrouk; Frédéric Morain-Nicolier; Nawres Khlifa (ATSIP, 2016)

Partial volume effect correction in PET image using iterative deconvolution and shearlet transform. - Hajer Jomaa; Rostom Mabrouk; Nawres Khlifa (ATSIP, 2018)

Post-reconstruction-based partial volume correction methods: A comprehensive review. - Hajer Jomaa; Rostom Mabrouk; Nawres Khlifa (Biomed. Signal Process. Control., 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)

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)

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)

Statistical analysis of clinical and DaTSCAN SPECT imaging features' in Parkinson's Disease, SWEDD, and Healthy Control subjects. - Hajer Khachnaoui; Nawres Khlifa; Rostom Mabrouk (CoDIT, 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)

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)

Deriving Physiological Information from PET Images Using Machine Learning. - Olfa Gassara; Belkacem Chikhaoui; Rostom Mabrouk; Shengrui Wang (ICOST, 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)