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An extensive experimental survey of regression methods.
Fernández-Delgado M, Sirsat MS, Cernadas E, Alawadi S, Barro S, Febrero-Bande M. Fernández-Delgado M, et al. Neural Netw. 2019 Mar;111:11-34. doi: 10.1016/j.neunet.2018.12.010. Epub 2018 Dec 21. Neural Netw. 2019. PMID: 30654138 Review.
Fast Support Vector Classification for Large-Scale Problems.
Akram-Ali-Hammouri Z, Fernandez-Delgado M, Cernadas E, Barro S. Akram-Ali-Hammouri Z, et al. IEEE Trans Pattern Anal Mach Intell. 2022 Oct;44(10):6184-6195. doi: 10.1109/TPAMI.2021.3085969. Epub 2022 Sep 14. IEEE Trans Pattern Anal Mach Intell. 2022. PMID: 34077354
Viability Study of Machine Learning-Based Prediction of COVID-19 Pandemic Impact in Obsessive-Compulsive Disorder Patients.
Tubío-Fungueiriño M, Cernadas E, Gonçalves ÓF, Segalas C, Bertolín S, Mar-Barrutia L, Real E, Fernández-Delgado M, Menchón JM, Carvalho S, Alonso P, Carracedo A, Fernández-Prieto M. Tubío-Fungueiriño M, et al. Front Neuroinform. 2022 Feb 10;16:807584. doi: 10.3389/fninf.2022.807584. eCollection 2022. Front Neuroinform. 2022. PMID: 35221957 Free PMC article.
CT-Based Radiomics to Predict KRAS Mutation in CRC Patients Using a Machine Learning Algorithm: A Retrospective Study.
Porto-Álvarez J, Cernadas E, Aldaz Martínez R, Fernández-Delgado M, Huelga Zapico E, González-Castro V, Baleato-González S, García-Figueiras R, Antúnez-López JR, Souto-Bayarri M. Porto-Álvarez J, et al. Among authors: fernandez delgado m. Biomedicines. 2023 Jul 29;11(8):2144. doi: 10.3390/biomedicines11082144. Biomedicines. 2023. PMID: 37626641 Free PMC article.
Cognitive and clinical predictors of a long-term course in obsessive compulsive disorder: A machine learning approach in a prospective cohort study.
Segalàs C, Cernadas E, Puialto M, Fernández-Delgado M, Arrojo M, Bertolin S, Real E, Menchón JM, Carracedo A, Tubío-Fungueiriño M, Alonso P, Fernández-Prieto M. Segalàs C, et al. Among authors: fernandez delgado m. J Affect Disord. 2024 Apr 1;350:648-655. doi: 10.1016/j.jad.2024.01.157. Epub 2024 Jan 19. J Affect Disord. 2024. PMID: 38246282
40 results