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Reproducible evaluation of classification methods in Alzheimer's disease: Framework and application to MRI and PET data.
Samper-González J, Burgos N, Bottani S, Fontanella S, Lu P, Marcoux A, Routier A, Guillon J, Bacci M, Wen J, Bertrand A, Bertin H, Habert MO, Durrleman S, Evgeniou T, Colliot O; Alzheimer's Disease Neuroimaging Initiative; Australian Imaging Biomarkers and Lifestyle flagship study of ageing. Samper-González J, et al. Among authors: bottani s. Neuroimage. 2018 Dec;183:504-521. doi: 10.1016/j.neuroimage.2018.08.042. Epub 2018 Aug 18. Neuroimage. 2018. PMID: 30130647 Free article.
An Automated Pipeline for the Analysis of PET Data on the Cortical Surface.
Marcoux A, Burgos N, Bertrand A, Teichmann M, Routier A, Wen J, Samper-González J, Bottani S, Durrleman S, Habert MO, Colliot O; Alzheimer's Disease Neuroimaging Initiative. Marcoux A, et al. Among authors: bottani s. Front Neuroinform. 2018 Dec 10;12:94. doi: 10.3389/fninf.2018.00094. eCollection 2018. Front Neuroinform. 2018. PMID: 30618699 Free PMC article.
Convolutional neural networks for classification of Alzheimer's disease: Overview and reproducible evaluation.
Wen J, Thibeau-Sutre E, Diaz-Melo M, Samper-González J, Routier A, Bottani S, Dormont D, Durrleman S, Burgos N, Colliot O; Alzheimer's Disease Neuroimaging Initiative; Australian Imaging Biomarkers and Lifestyle flagship study of ageing. Wen J, et al. Among authors: bottani s. Med Image Anal. 2020 Jul;63:101694. doi: 10.1016/j.media.2020.101694. Epub 2020 May 1. Med Image Anal. 2020. PMID: 32417716
Reproducible Evaluation of Diffusion MRI Features for Automatic Classification of Patients with Alzheimer's Disease.
Wen J, Samper-González J, Bottani S, Routier A, Burgos N, Jacquemont T, Fontanella S, Durrleman S, Epelbaum S, Bertrand A, Colliot O; Alzheimer’s Disease Neuroimaging Initiative. Wen J, et al. Among authors: bottani s. Neuroinformatics. 2021 Jan;19(1):57-78. doi: 10.1007/s12021-020-09469-5. Neuroinformatics. 2021. PMID: 32524428 Free article.
Predicting the progression of mild cognitive impairment using machine learning: A systematic, quantitative and critical review.
Ansart M, Epelbaum S, Bassignana G, Bône A, Bottani S, Cattai T, Couronné R, Faouzi J, Koval I, Louis M, Thibeau-Sutre E, Wen J, Wild A, Burgos N, Dormont D, Colliot O, Durrleman S. Ansart M, et al. Among authors: bottani s. Med Image Anal. 2021 Jan;67:101848. doi: 10.1016/j.media.2020.101848. Epub 2020 Oct 6. Med Image Anal. 2021. PMID: 33091740
AD Course Map charts Alzheimer's disease progression.
Koval I, Bône A, Louis M, Lartigue T, Bottani S, Marcoux A, Samper-González J, Burgos N, Charlier B, Bertrand A, Epelbaum S, Colliot O, Allassonnière S, Durrleman S. Koval I, et al. Among authors: bottani s. Sci Rep. 2021 Apr 13;11(1):8020. doi: 10.1038/s41598-021-87434-1. Sci Rep. 2021. PMID: 33850174 Free PMC article.
Clinica: An Open-Source Software Platform for Reproducible Clinical Neuroscience Studies.
Routier A, Burgos N, Díaz M, Bacci M, Bottani S, El-Rifai O, Fontanella S, Gori P, Guillon J, Guyot A, Hassanaly R, Jacquemont T, Lu P, Marcoux A, Moreau T, Samper-González J, Teichmann M, Thibeau-Sutre E, Vaillant G, Wen J, Wild A, Habert MO, Durrleman S, Colliot O. Routier A, et al. Among authors: bottani s. Front Neuroinform. 2021 Aug 13;15:689675. doi: 10.3389/fninf.2021.689675. eCollection 2021. Front Neuroinform. 2021. PMID: 34483871 Free PMC article.
Primary progressive aphasias associated with C9orf72 expansions: Another side of the story.
Saracino D, Géraudie A, Remes AM, Ferrieux S, Noguès-Lassiaille M, Bottani S, Cipriano L, Houot M, Funkiewiez A, Camuzat A, Rinaldi D, Teichmann M, Pariente J, Couratier P, Boutoleau-Bretonnière C, Auriacombe S, Etcharry-Bouyx F, Levy R, Migliaccio R, Solje E, Le Ber I; French research network on FTD/FTD-ALS and PREV-DEMALS study groups. Saracino D, et al. Among authors: bottani s. Cortex. 2021 Dec;145:145-159. doi: 10.1016/j.cortex.2021.09.005. Epub 2021 Oct 1. Cortex. 2021. PMID: 34717271
43 results