Sana Rebbah

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Publications

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 Nicol et al.
OHBM 2019, Organization for Human Brain Mapping, Jun 2019, Rome, Italy
Communication dans un congrès hal-02302151 v1

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-02878974 v1
Image document

A combined MRI biomarker approach using a non-standard Multiple Factor Analysis

Sana Rebbah , Daniel Delahaye , Stéphane Puechmorel , Florence Nicol , Pierre Maréchal et 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-01998086 v1
Image document

Classification of Multiple Sclerosis patients using a histogram-based K-Nearest Neighbors algorithm

Sana Rebbah , Daniel Delahaye , Stéphane Puechmorel , Pierre Maréchal , Florence Nicol et al.
OHBM 2019, 25th annual meeting of Organization for Human Brain Mapping, Jun 2019, Rome, Italy
Communication dans un congrès hal-02156448 v1

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 Maréchal et al.
ISMRM Workshop on Machine Learning Part II -2018, Oct 2018, Washington, United States
Communication dans un congrès hal-01998187 v1

Aggregation of MRI biomarkers in Multiple Sclerosis clinical trials using geometric PCA

Sana Rebbah , Isabelle Berry , Florence Nicol , Stéphane Puechmorel , Daniel Delahaye et al.
ARSEP 2018, Spain & FRENCH MS MEETING, Jun 2018, Paris, France
Communication dans un congrès hal-01998174 v1
Image document

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-02798518 v1