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Estimation of the epidemiology of dementia and associated neuropsychiatric symptoms by applying machine learning to real-world data.
Rev Psiquiatr Salud Ment (Engl Ed). 2022 Jul-Sep;15(3):167-175. doi: 10.1016/j.rpsmen.2022.09.005.
Rev Psiquiatr Salud Ment (Engl Ed). 2022.
PMID: 36272739
Validation of Random Forest Machine Learning Models to Predict Dementia-Related Neuropsychiatric Symptoms in Real-World Data.
Mar J, Gorostiza A, Ibarrondo O, Cernuda C, Arrospide A, Iruin Á, Larrañaga I, Tainta M, Ezpeleta E, Alberdi A.
Mar J, et al. Among authors: cernuda c.
J Alzheimers Dis. 2020;77(2):855-864. doi: 10.3233/JAD-200345.
J Alzheimers Dis. 2020.
PMID: 32741825
Free PMC article.
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Estimation of the epidemiology of dementia and associated neuropsychiatric symptoms by applying machine learning to real-world data.
Mar J, Gorostiza A, Arrospide A, Larrañaga I, Alberdi A, Cernuda C, Iruin Á, Tainta M, Mar-Barrutia L, Ibarrondo O.
Mar J, et al. Among authors: cernuda c.
Rev Psiquiatr Salud Ment (Engl Ed). 2021 Mar 25:S1888-9891(21)00032-X. doi: 10.1016/j.rpsm.2021.03.001. Online ahead of print.
Rev Psiquiatr Salud Ment (Engl Ed). 2021.
PMID: 33774222
English, Spanish.
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Calibration model maintenance in melamine resin production: Integrating drift detection, smart sample selection and model adaptation.
Nikzad-Langerodi R, Lughofer E, Cernuda C, Reischer T, Kantner W, Pawliczek M, Brandstetter M.
Nikzad-Langerodi R, et al. Among authors: cernuda c.
Anal Chim Acta. 2018 Jul 12;1013:1-12. doi: 10.1016/j.aca.2018.02.003. Epub 2018 Feb 8.
Anal Chim Acta. 2018.
PMID: 29501087
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Improved quantification of important beer quality parameters based on nonlinear calibration methods applied to FT-MIR spectra.
Cernuda C, Lughofer E, Klein H, Forster C, Pawliczek M, Brandstetter M.
Cernuda C, et al.
Anal Bioanal Chem. 2017 Jan;409(3):841-857. doi: 10.1007/s00216-016-9785-4. Epub 2016 Aug 20.
Anal Bioanal Chem. 2017.
PMID: 27544522
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Evolving chemometric models for predicting dynamic process parameters in viscose production.
Cernuda C, Lughofer E, Suppan L, Röder T, Schmuck R, Hintenaus P, Märzinger W, Kasberger J.
Cernuda C, et al.
Anal Chim Acta. 2012 May 6;725:22-38. doi: 10.1016/j.aca.2012.03.012. Epub 2012 Mar 22.
Anal Chim Acta. 2012.
PMID: 22502608
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