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10

CV Sana Rebbah


Journal articles1 document

  • Sana Rebbah, Florence Nicol, Stéphane Puechmorel. The geometry of the generalized gamma manifold and an application to medical imaging. Mathematics , MDPI, 2019, 7 (8), pp.art. no. 674. ⟨10.3390/math7080674⟩. ⟨hal-02159244⟩

Conference papers6 documents

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

Poster communications1 document

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

Preprints, Working Papers, ...1 document

  • Alice Le Brigant, Nicolas Guigui, Sana Rebbah, Stéphane Puechmorel. Classifying histograms of medical data using information geometry of beta distributions. 2020. ⟨hal-02671122⟩

Theses1 document

  • Sana Rebbah. Distance entre distributions : application à l'imagerie médicale et à l'aéronautique. Optimisation et contrôle [math.OC]. Université Toulouse 3 Paul Sabatier, 2019. Français. ⟨NNT : 2019TOU30124⟩. ⟨tel-02557245⟩