Sana Rebbah

Publications

Article dans une revue (3)

Longitudinal neuromelanin changes in prodromal and early Parkinson’s disease in humans and rat model Jean-Baptiste Pérot,Anthony Ruze,Rahul Gaurav,Sana Rebbah,Capucine Cadinet al. Brain Communications, 2025, 7, ⟨10.1093/braincomms/fcaf204⟩ Article dans une revue hal-05476776v1
Classifying histograms of medical data using information geometry of beta distributions Alice Le Brigant,Nicolas Guigui,Sana Rebbah,Stéphane Puechmorel IFAC-PapersOnLine, 2021, ⟨10.1016/j.ifacol.2021.06.110⟩ Article dans une revue hal-02671122v2
The geometry of the generalized gamma manifold and an application to medical imaging Sana Rebbah,Florence Nicol,Stéphane Puechmorel Mathematics , 2019, 7 (8), pp.art. no. 674. ⟨10.3390/math7080674⟩ Article dans une revue hal-02159244v1

Communication dans un congrès (6)

For Alzheimer’s Disease Neuroimaging Initiative Classification of Multiple Sclerosis patients using a histogram-based K-Nearest Neighbors algorithm Sana Rebbah,Daniel Delahaye,Stéphane Puechmorel,Marechal P,Florence Nicolet al. OHBM 2019, Organization for Human Brain Mapping, Jun 2019, Rome, Italy Communication dans un congrès hal-02302151v1
Clustering of generalized gamma distributions by using information geometry: An application to medical imaging Florence Nicol,Stéphane Puechmorel,Sana Rebbah The 12th International Conference of the ERCIM WG on Computational and Methodological Statistics (CMStatistics 2019), Dec 2019, London, United Kingdom Communication dans un congrès hal-02878974v1
A combined MRI biomarker approach using a non-standard Multiple Factor Analysis Sana Rebbah,Daniel Delahaye,Stéphane Puechmorel,Florence Nicol,Pierre Maréchalet al. CISP-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⟩ Communication dans un congrès hal-01998086v1
Classification of Multiple Sclerosis patients using a histogram-based K-Nearest Neighbors algorithm Sana Rebbah,Daniel Delahaye,Stéphane Puechmorel,Pierre Maréchal,Florence Nicolet al. OHBM 2019, 25th annual meeting of Organization for Human Brain Mapping, Jun 2019, Rome, Italy Communication dans un congrès hal-02156448v1
Support Vector Machine-based classification of Alzheimer's Disease population using a combination of structural MRI biomarkers Sana Rebbah,Daniel Delahaye,Stéphane Puechmorel,Florence Nicol,Pierre Maréchalet al. ISMRM Workshop on Machine Learning Part II -2018, Oct 2018, Washington, United States Communication dans un congrès hal-01998187v1
Aggregation of MRI biomarkers in Multiple Sclerosis clinical trials using geometric PCA Sana Rebbah,Isabelle Berry,Florence Nicol,Stéphane Puechmorel,Daniel Delahayeet al. ARSEP 2018, Spain & FRENCH MS MEETING, Jun 2018, Paris, France Communication dans un congrès hal-01998174v1

Poster de conférence (1)

Vector generalized linear model applied to cortical thickness in neurodegenerative disease follow-up Sana Rebbah,Nicolas Chauveau,Isabelle Berry,Florent Aubry ARSEP 2017, 12th Annual MRI Worshop, Feb 2017, Paris, France Poster de conférence hal-01998128v1

Thèse (1)

Distance entre distributions : application à l'imagerie médicale et à l'aéronautique Sana Rebbah Traitement du signal et de l'image [eess.SP]. Université Paul Sabatier - Toulouse III, 2019. Français. ⟨NNT : 2019TOU30124⟩ Thèse tel-02798518v1