Multilevel functional data analysis modeling of human glucose response to meal intake.
Matabuena M, Sartini J.
ArXiv. 2024 May 23. PMID: 38827463
Research Fellows
Marcos Matabuena
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Functional proportional hazards mixture cure model with applications in cancer mortality in NHANES and post ICU recovery.
Ghosal R, Matabuena M, Zhang J.
Stat Methods Med Res. 2023 11. 32(11):2254-2269. PMID: 37855203
Reproducibility of continuous glucose monitoring results under real-life conditions in an adult population: a functional data analysis.
Matabuena M, Pazos-Couselo M, Alonso-Sampedro M, Fernández-Merino C, González-Quintela A, Gude F.
Sci Rep. 2023 08 26. 13(1):13987. PMID: 37634017
Uncertainty Quantification in Medicine Science: The Next Big Step.
Hammouri ZAA, Mier PR, Félix P, Mansournia MA, Huelin F, Casals M, Matabuena M.
Arch Bronconeumol. 2023 11. 59(11):760-761. PMID: 37532646
Handgrip strength conditional tolerance regions suggest the need for personalized sarcopenia definition: an analysis of the American NHANES database.
Matabuena M, Abdalla PP, Machado DRL, Bohn L, Mota J.
Aging Clin Exp Res. 2023 Jun. 35(6):1369-1373. PMID: 37014617
Identification of Asthma Phenotypes in the Spanish MEGA Cohort Study Using Cluster Analysis.
Matabuena M, Salgado FJ, Nieto-Fontarigo JJ, Álvarez-Puebla MJ, Arismendi E, Barranco P, Bobolea I, Caballero ML, Cañas JA, Cárdaba B, Cruz MJ, Curto E, Domínguez-Ortega J, Luna JA, Martínez-Rivera C, Mullol J, Muñoz X, Rodriguez-Garcia J, Olaguibel JM, Picado C, Plaza V, Quirce S, Rial MJ, Romero-Mesones C, Sastre B, Soto-Retes L, Valero A, Valverde-Monge M, Del Pozo V, Sastre J, González-Barcala FJ.
Arch Bronconeumol. 2023 Apr. 59(4):223-231. PMID: 36732158
Physical activity phenotypes and mortality in older adults: a novel distributional data analysis of accelerometry in the NHANES.
Matabuena M, Félix P, Hammouri ZAA, Mota J, Del Pozo Cruz B.
Aging Clin Exp Res. 2022 Dec. 34(12):3107-3114. PMID: 36183279
Gait and Neuromuscular Changes Are Evident in Some Masters Club Level Runners 24-h After Interval Training Run.
Riazati S, Caplan N, Matabuena M, Hayes PR.
Front Sports Act Living. 2022. 4:830278. PMID: 35721873
Kernel machine learning methods to handle missing responses with complex predictors. Application in modelling five-year glucose changes using distributional representations.
Matabuena M, Félix P, García-Meixide C, Gude F.
Comput Methods Programs Biomed. 2022 Jun. 221:106905. PMID: 35649295
COVID-19: Estimation of the transmission dynamics in Spain using a stochastic simulator and black-box optimization techniques.
Matabuena M, Rodríguez-Mier P, García-Meixide C, Leborán V.
Comput Methods Programs Biomed. 2021 Nov. 211:106399. PMID: 34607036