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Identifying a neuroanatomical signature of schizophrenia, reproducible across sites and stages, using machine learning with structured sparsity.
de Pierrefeu A, Löfstedt T, Laidi C, Hadj-Selem F, Bourgin J, Hajek T, Spaniel F, Kolenic M, Ciuciu P, Hamdani N, Leboyer M, Fovet T, Jardri R, Houenou J, Duchesnay E. de Pierrefeu A, et al. Among authors: duchesnay e. Acta Psychiatr Scand. 2018 Dec;138(6):571-580. doi: 10.1111/acps.12964. Epub 2018 Sep 21. Acta Psychiatr Scand. 2018. PMID: 30242828
Cortical folding in patients with bipolar disorder or unipolar depression.
Penttilä J, Paillère-Martinot ML, Martinot JL, Ringuenet D, Wessa M, Houenou J, Gallarda T, Bellivier F, Galinowski A, Bruguière P, Pinabel F, Leboyer M, Olié JP, Duchesnay E, Artiges E, Mangin JF, Cachia A. Penttilä J, et al. Among authors: duchesnay e. J Psychiatry Neurosci. 2009 Mar;34(2):127-35. J Psychiatry Neurosci. 2009. PMID: 19270763 Free PMC article.
Cortical folding difference between patients with early-onset and patients with intermediate-onset bipolar disorder.
Penttilä J, Cachia A, Martinot JL, Ringuenet D, Wessa M, Houenou J, Galinowski A, Bellivier F, Gallarda T, Duchesnay E, Artiges E, Leboyer M, Olié JP, Mangin JF, Paillère-Martinot ML. Penttilä J, et al. Among authors: duchesnay e. Bipolar Disord. 2009 Jun;11(4):361-70. doi: 10.1111/j.1399-5618.2009.00683.x. Bipolar Disord. 2009. PMID: 19500089
A multicenter tractography study of deep white matter tracts in bipolar I disorder: psychotic features and interhemispheric disconnectivity.
Sarrazin S, Poupon C, Linke J, Wessa M, Phillips M, Delavest M, Versace A, Almeida J, Guevara P, Duclap D, Duchesnay E, Mangin JF, Le Dudal K, Daban C, Hamdani N, D'Albis MA, Leboyer M, Houenou J. Sarrazin S, et al. Among authors: duchesnay e. JAMA Psychiatry. 2014 Apr;71(4):388-96. doi: 10.1001/jamapsychiatry.2013.4513. JAMA Psychiatry. 2014. PMID: 24522197 Free article.
Prediction of 3-year clinical course in CADASIL.
Jouvent E, Duchesnay E, Hadj-Selem F, De Guio F, Mangin JF, Hervé D, Duering M, Ropele S, Schmidt R, Dichgans M, Chabriat H. Jouvent E, et al. Among authors: duchesnay e. Neurology. 2016 Oct 25;87(17):1787-1795. doi: 10.1212/WNL.0000000000003252. Epub 2016 Sep 30. Neurology. 2016. PMID: 27694265 Free PMC article.
Structured Sparse Principal Components Analysis With the TV-Elastic Net Penalty.
de Pierrefeu A, Lofstedt T, Hadj-Selem F, Dubois M, Jardri R, Fovet T, Ciuciu P, Frouin V, Duchesnay E. de Pierrefeu A, et al. Among authors: duchesnay e. IEEE Trans Med Imaging. 2018 Feb;37(2):396-407. doi: 10.1109/TMI.2017.2749140. Epub 2017 Sep 4. IEEE Trans Med Imaging. 2018. PMID: 28880163
68 results