Rostom Mabrouk
Orcid: 0000-0002-2847-2208
According to our database1,
Rostom Mabrouk
authored at least 15 papers
between 2012 and 2023.
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Bibliography
2023
Enhanced Parkinson's Disease Diagnosis Through Convolutional Neural Network Models Applied to SPECT DaTSCAN Images.
IEEE Access, 2023
2022
Principal Component Analysis versus Subject's Residual Profile Analysis for Neuroinflammation Investigation in Parkinson Patients: A PET Brain Imaging Study.
J. Imaging, 2022
Machine Learning for Early Parkinson's Disease Identification within SWEDD Group Using Clinical and DaTSCAN SPECT Imaging Features.
J. Imaging, 2022
Statistical analysis of clinical and DaTSCAN SPECT imaging features' in Parkinson's Disease, SWEDD, and Healthy Control subjects.
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.
IET Image Process., 2020
Validation of iterative multi-resolution method for partial volume correction and quantification improvement in PET image.
Biomed. Signal Process. Control., 2020
2018
Denoising of dynamic PET images using a multi-scale transform and non-local means filter.
Biomed. Signal Process. Control., 2018
Biomed. Signal Process. Control., 2018
Partial volume effect correction in PET image using iterative deconvolution and shearlet transform.
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.
Proceedings of the 2nd International Conference on Advanced Technologies for Signal and Image Processing, 2016
2014
PET <sup>18</sup>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.
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.
IEEE Trans. Biomed. Eng., 2013
Cardiac PET Imaging of <sup>18</sup>F-FDG metabolism: Study of healthy and infarcted hearts of rats.
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.
Comput. Medical Imaging Graph., 2012
Derived input function from dynamic cardiac <sup>18</sup>F-FDG PET images in rodents based on the generalized Gaussian ICA model.
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012