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2020 – today
- 2023
[j9]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: 91157-91172 (2023)- [c7]Olfa Gassara, Belkacem Chikhaoui, Rostom Mabrouk, Shengrui Wang:
Deriving Physiological Information from PET Images Using Machine Learning. ICOST 2023: 26-37 - 2022
- [j8]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): 56 (2022) - [j7]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): 97 (2022) - [c6]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: 623-628 - 2020
- [j6]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: 101954 (2020) - [j5]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): 4013-4026 (2020)
2010 – 2019
- 2018
- [j4]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: 69-80 (2018) - [j3]Hajer Jomaa, Rostom Mabrouk, Nawres Khlifa:
Post-reconstruction-based partial volume correction methods: A comprehensive review. Biomed. Signal Process. Control. 46: 131-144 (2018) - [c5]Hajer Jomaa, Rostom Mabrouk, Nawres Khlifa:
Partial volume effect correction in PET image using iterative deconvolution and shearlet transform. ATSIP 2018: 1-6 - 2016
- [c4]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: 108-112 - 2014
- [c3]Rostom Mabrouk, François Dubeau, Layachi Bentabet:
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. ISBI 2014: 1148-1151 - 2013
- [j2]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): 63-71 (2013) - [c2]Rostom Mabrouk, François Dubeau, Layachi Bentabet:
Cardiac PET Imaging of 18F-FDG metabolism: Study of healthy and infarcted hearts of rats. EMBC 2013: 2481-2484 - 2012
- [j1]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): 484-491 (2012) - [c1]Rostom Mabrouk, Sylvain Prevost, François Dubeau, Layachi Bentabet:
Derived input function from dynamic cardiac 18F-FDG PET images in rodents based on the generalized Gaussian ICA model. ISBI 2012: 792-795
Coauthor Index
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