Author

Emilio Parrado-Hernández

University of Eastern FinlandORCID 0000-0003-2146-2135Unclaimed 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· 1 Research Focus:differential expression· 1 Assay:imaging· 1 Approach:machine learning (classical)· 1 Approach:statistical model· 1

Frequent Co-Authors

Alzheimer’s Disease Neuroimaging Initiative· 1 shared Jussi TohkaiD· 1 shared Vanessa Gómez-VerdejoiD· 1 shared

Activity by Year

2019-2019 · peak 1/yr

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3 top collaborators · 3 mutual co-author links

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1 shared paperNeuroscience

Alzheimer’s Disease Neuroimaging Initiative

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1 paper

Recent·Most cited

NeuroscienceNeuroinformaticsPeer-reviewedMar 27, 2019

Sign-Consistency Based Variable Importance For Machine Learning In Brain Imaging

Alzheimer’s Disease Neuroimaging Initiative, Vanessa Gómez-Verdejo, Emilio Parrado-Hernández, Jussi Tohka

This paper introduces sign-consistency bagging (SCB) for variable importance in brain imaging, showing improved reproducibility and classification accuracy compared to existing methods.

28 citations

imagingstatistical model

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