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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: burgos n. Neuroinformatics. 2021 Jan;19(1):57-78. doi: 10.1007/s12021-020-09469-5. Neuroinformatics. 2021. PMID: 32524428 Free article.
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: burgos n. 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: burgos n. 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: burgos n. Med Image Anal. 2020 Jul;63:101694. doi: 10.1016/j.media.2020.101694. Epub 2020 May 1. Med Image Anal. 2020. PMID: 32417716
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: burgos n. Med Image Anal. 2021 Jan;67:101848. doi: 10.1016/j.media.2020.101848. Epub 2020 Oct 6. Med Image Anal. 2021. PMID: 33091740
Ensemble Learning of Convolutional Neural Network, Support Vector Machine, and Best Linear Unbiased Predictor for Brain Age Prediction: ARAMIS Contribution to the Predictive Analytics Competition 2019 Challenge.
Couvy-Duchesne B, Faouzi J, Martin B, Thibeau-Sutre E, Wild A, Ansart M, Durrleman S, Dormont D, Burgos N, Colliot O. Couvy-Duchesne B, et al. Among authors: burgos n. Front Psychiatry. 2020 Dec 15;11:593336. doi: 10.3389/fpsyt.2020.593336. eCollection 2020. Front Psychiatry. 2020. PMID: 33384629 Free PMC article.
Anomaly detection for the individual analysis of brain PET images.
Burgos N, Cardoso MJ, Samper-González J, Habert MO, Durrleman S, Ourselin S, And, Colliot O; Alzheimer’s Disease Neuroimaging Initiative; Frontotemporal Lobar Degeneration Neuroimaging Initiative. Burgos N, et al. J Med Imaging (Bellingham). 2021 Mar;8(2):024003. doi: 10.1117/1.JMI.8.2.024003. Epub 2021 Apr 5. J Med Imaging (Bellingham). 2021. PMID: 33842668 Free PMC article.
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: burgos n. Sci Rep. 2021 Apr 13;11(1):8020. doi: 10.1038/s41598-021-87434-1. Sci Rep. 2021. PMID: 33850174 Free PMC article.
90 results