Rostom Mabrouk

16 papers C 2Misc 2Journal 9Unranked 3
YearRankTypeTitle / Venue / Authors
2023 C conf
Deriving Physiological Information from PET Images Using Machine Learning.
ICOST
Olfa Gassara, Belkacem Chikhaoui, Rostom Mabrouk, Shengrui Wang
2023 J jnl
Enhanced Parkinson's Disease Diagnosis Through Convolutional Neural Network Models Applied to SPECT DaTSCAN Images.
IEEE Access
Hajer Khachnaoui, Belkacem Chikhaoui, Nawres Khlifa, Rostom Mabrouk
2022 J jnl
Machine Learning for Early Parkinson's Disease Identification within SWEDD Group Using Clinical and DaTSCAN SPECT Imaging Features.
J. Imaging
Hajer Khachnaoui, Nawres Khlifa, Rostom Mabrouk
2022 J jnl
Principal Component Analysis versus Subject's Residual Profile Analysis for Neuroinflammation Investigation in Parkinson Patients: A PET Brain Imaging Study.
J. Imaging
Rostom Mabrouk
2022 C conf
Statistical analysis of clinical and DaTSCAN SPECT imaging features' in Parkinson's Disease, SWEDD, and Healthy Control subjects.
CoDIT
Hajer Khachnaoui, Nawres Khlifa, Rostom Mabrouk
2020 J jnl
Machine learning and deep learning for clinical data and PET/SPECT imaging in Parkinson's disease: a review.
IET Image Process.
Hajer Khachnaoui, Rostom Mabrouk, Nawres Khlifa
2020 J jnl
Validation of iterative multi-resolution method for partial volume correction and quantification improvement in PET image.
Biomed. Signal Process. Control.
Hajer Jomaa, Rostom Mabrouk, Nawres Khlifa
2018 J jnl
Denoising of dynamic PET images using a multi-scale transform and non-local means filter.
Biomed. Signal Process. Control.
Hajer Jomaa, Rostom Mabrouk, Nawres Khlifa, Frédéric Morain-Nicolier
2018 Misc conf
Partial volume effect correction in PET image using iterative deconvolution and shearlet transform.
ATSIP
Hajer Jomaa, Rostom Mabrouk, Nawres Khlifa
2018 J jnl
Post-reconstruction-based partial volume correction methods: A comprehensive review.
Biomed. Signal Process. Control.
Hajer Jomaa, Rostom Mabrouk, Nawres Khlifa
2016 Misc conf
Multi-scale and Non Local Mean based filter for Positron Emission Tomography imaging denoising.
ATSIP
Hajer Jomaa, Rostom Mabrouk, Frédéric Morain-Nicolier, Nawres Khlifa
2014 — conf
PET
ISBI
Rostom Mabrouk, François Dubeau, Layachi Bentabet
2013 — conf
Cardiac PET Imaging of
EMBC
Rostom Mabrouk, François Dubeau, Layachi Bentabet
2013 J jnl
Dynamic Cardiac PET Imaging: Extraction of Time-Activity Curves Using ICA and a Generalized Gaussian Distribution Model.
IEEE Trans. Biomed. Eng.
Rostom Mabrouk, François Dubeau, Layachi Bentabet
2012 — conf
Derived input function from dynamic cardiac
ISBI
Rostom Mabrouk, Sylvain Prevost, François Dubeau, Layachi Bentabet
2012 J jnl
Extraction of time activity curves from gated FDG-PET images for small animals' heart studies.
Comput. Medical Imaging Graph.
Rostom Mabrouk, François Dubeau, M'hamed Bentourkia, Layachi Bentabet