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Classifying histograms of medical data using information geometry of beta distributionsIFAC-PapersOnLine, 2021, ⟨10.1016/j.ifacol.2021.06.110⟩
Article dans une revue
hal-02671122v2
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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⟩
Article dans une revue
hal-02159244v1
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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
Communication dans un congrès
hal-02878974v1
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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
Communication dans un congrès
hal-02302151v1
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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
Communication dans un congrès
hal-02156448v1
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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
Communication dans un congrès
hal-01998174v1
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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
Communication dans un congrès
hal-01998187v1
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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⟩
Communication dans un congrès
hal-01998086v1
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Vector generalized linear model applied to cortical thickness in neurodegenerative disease follow-upARSEP 2017, 12th Annual MRI Worshop, Feb 2017, Paris, France
Poster de conférence
hal-01998128v1
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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⟩
Thèse
tel-02798518v1
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