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Ensemble of random forests One vs. Rest classifiers for MCI and AD prediction using ANOVA cortical and subcortical feature selection and partial least squares.
Ramírez J, Górriz JM, Ortiz A, Martínez-Murcia FJ, Segovia F, Salas-Gonzalez D, Castillo-Barnes D, Illán IA, Puntonet CG; Alzheimer's Disease Neuroimaging Initiative. Ramírez J, et al. Among authors: castillo barnes d. J Neurosci Methods. 2018 May 15;302:47-57. doi: 10.1016/j.jneumeth.2017.12.005. Epub 2017 Dec 11. J Neurosci Methods. 2018. PMID: 29242123
Assisted Diagnosis of Parkinsonism Based on the Striatal Morphology.
Segovia F, Górriz JM, Ramírez J, Martínez-Murcia FJ, Castillo-Barnes D. Segovia F, et al. Among authors: castillo barnes d. Int J Neural Syst. 2019 Nov;29(9):1950011. doi: 10.1142/S0129065719500114. Epub 2019 Mar 4. Int J Neural Syst. 2019. PMID: 31084232
Autosomal Dominantly Inherited Alzheimer Disease: Analysis of genetic subgroups by Machine Learning.
Castillo-Barnes D, Su L, Ramírez J, Salas-Gonzalez D, Martinez-Murcia FJ, Illan IA, Segovia F, Ortiz A, Cruchaga C, Farlow MR, Xiong C, Graff-Radford NR, Schofield PR, Masters CL, Salloway S, Jucker M, Mori H, Levin J, Gorriz JM; Dominantly Inherited Alzheimer Network (DIAN). Castillo-Barnes D, et al. Inf Fusion. 2020 Jun;58:153-167. doi: 10.1016/j.inffus.2020.01.001. Epub 2020 Jan 7. Inf Fusion. 2020. PMID: 32284705 Free PMC article.
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