Sana Rebbah
Publications
Publications
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Longitudinal neuromelanin changes in prodromal and early Parkinson’s disease in humans and rat modelBrain Communications, 2025, 7, ⟨10.1093/braincomms/fcaf204⟩ |
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Classifying histograms of medical data using information geometry of beta distributionsIFAC-PapersOnLine, 2021, ⟨10.1016/j.ifacol.2021.06.110⟩ |
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The geometry of the generalized gamma manifold and an application to medical imagingMathematics , 2019, 7 (8), pp.art. no. 674. ⟨10.3390/math7080674⟩ |
For Alzheimer’s Disease Neuroimaging Initiative Classification of Multiple Sclerosis patients using a histogram-based K-Nearest Neighbors algorithmOHBM 2019, Organization for Human Brain Mapping, Jun 2019, Rome, Italy |
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Clustering of generalized gamma distributions by using information geometry: An application to medical imagingThe 12th International Conference of the ERCIM WG on Computational and Methodological Statistics (CMStatistics 2019), Dec 2019, London, United Kingdom |
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A combined MRI biomarker approach using a non-standard Multiple Factor AnalysisCISP-BMEI 2018, 11th International Congress on Image and Signal Processing, BioMedical Engineering and Informatics, Oct 2018, Beijing, China. pp.art. no. 8633261., ⟨10.1109/CISP-BMEI.2018.8633261⟩ |
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Classification of Multiple Sclerosis patients using a histogram-based K-Nearest Neighbors algorithmOHBM 2019, 25th annual meeting of Organization for Human Brain Mapping, Jun 2019, Rome, Italy |
Support Vector Machine-based classification of Alzheimer's Disease population using a combination of structural MRI biomarkersISMRM Workshop on Machine Learning Part II -2018, Oct 2018, Washington, United States |
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Aggregation of MRI biomarkers in Multiple Sclerosis clinical trials using geometric PCAARSEP 2018, Spain & FRENCH MS MEETING, Jun 2018, Paris, France |
Vector generalized linear model applied to cortical thickness in neurodegenerative disease follow-upARSEP 2017, 12th Annual MRI Worshop, Feb 2017, Paris, France |
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Distance entre distributions : application à l'imagerie médicale et à l'aéronautiqueTraitement du signal et de l'image [eess.SP]. Université Paul Sabatier - Toulouse III, 2019. Français. ⟨NNT : 2019TOU30124⟩ |