Author

Marina Ávila‐Villanueva

Instituto de Salud Carlos IIIORCID 0000-0001-8537-2046Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 2 Assay:electronic health records· 2 Research Focus:differential expression· 1 Organism:human· 1 Approach:machine learning (classical)· 1 Approach:statistical model· 1

Frequent Co-Authors

Miguel A. Fernández‐BlázqueziD· 2 shared Belén Frades Payo· 1 shared Jaime Gómez-Ramírez· 1 shared Jaime Gómez‐RamíreziD· 1 shared María Ascensión Zea Sevilla· 1 shared Meritxell Valentí Soler· 1 shared Teodoro del Ser Quijano· 1 shared

Activity by Year

2019-2020 · peak 1/yr

Co-Author Collaboration Network

7 top collaborators · 16 mutual co-author links

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2 shared papersNeuroscience

Miguel A. Fernández‐BlázquezORCID

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2 papers

Recent·Most cited

NeuroscienceScientific ReportsPeer-reviewedNov 26, 2020

Selecting the most important self-assessed features for predicting conversion to Mild Cognitive Impairment with Random Forest and Permutation-based methods

Jaime Gómez‐Ramírez, Marina Ávila‐Villanueva, Miguel A. Fernández‐Blázquez

This study identifies key self-reported features predicting conversion to Mild Cognitive Impairment using random forest and permutation-based methods in a longitudinal cohort.

115 citationstop 1%

electronic health recordsmachine learning (classical)

𝕏 PostBluesky

NeurosciencebioRxivPreprintJun 20, 2019

Exploratory Data Analysis in a six-year longitudinal study in healthy brain aging

Jaime Gómez-Ramírez, Marina Ávila‐Villanueva, Belén Frades Payo…·Miguel A. Fernández‐Blázquez

This study performs exploratory data analysis on a longitudinal dataset of healthy brain aging to characterize feature dynamics and their relation to cognitive decline.

4 citations

humanelectronic health records

𝕏 PostBluesky