Author

Asier Erramuzpe

IkerbasqueORCID 0000-0002-9402-2184Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Organism:human· 5 Approach:statistical model· 5 Assay:imaging· 4 Research Focus:benchmarking· 3 Research Focus:cell-cell communication· 2 Research Focus:software / tool· 2 Approach:benchmark study· 1 Assay:bulk RNA-seq· 1

Frequent Co-Authors

Jesús M. CortésiD· 5 shared Ibai Palacio DieziD· 4 shared Paolo BonifaziiD· 4 shared Sebastiano StramagliaiD· 4 shared Antonio Jiménez-MaríniD· 3 shared Iñigo Tellaetxe ElorriagaiD· 3 shared Borja Camino‐PontesiD· 2 shared Daniele MarinazzoiD· 2 shared

Activity by Year

2018-2026 · peak 2/yr

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10 top collaborators · 45 mutual co-author links

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5 shared papersNeuroscience

Jesús M. CortésORCID

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Author profile →

6 papers

Recent·Most cited

Bridging Higher-Order Information Theory and Neuroimaging: A Voxel-Wise O-Information Framework

Borja Camino‐Pontes, Antonio Jiménez-Marín, Iñigo Tellaetxe Elorriaga, Asier Erramuzpe, Ibai Palacio Diez, P. Bonifazi, Marilyn Gatica, Fernando E. Rosas, Daniele Marinazzo, Sebastiano Stramaglia, Jesús M. Cortés

This paper introduces a voxel-wise O-information framework to analyze high-order functional interactions in neuroimaging data, revealing age-related changes in default mode network redundancy.

bioRxiv · Apr 8, 2026 · PreprintNeuroscience

Brain structural modules associated to functional high-order interactions in the human brain

Borja Camino‐Pontes, Antonio Jiménez-Marín, Iñigo Tellaetxe Elorriaga, Izaro Fernandez-Iriondo, Asier Erramuzpe, Ibai Palacio Diez, Paolo Bonifazi, Marilyn Gatica, Fernando E. Rosas, Daniele Marinazzo, Sebastiano Stramaglia, Jesús M. Cortés

This study investigates the coupling between structural connectivity and high-order functional interactions in the human brain, finding that structural networks are associated with both redundant and synergistic functional interactions.

bioRxiv · Mar 21, 2025 · PreprintNeuroscience

AgeML: Age modelling with Machine Learning

Jorge García Condado, Iñigo Tellaetxe Elorriaga, Jesús M. Cortés, Asier Erramuzpe

AgeML is an open-source software for age prediction from clinical data, enabling standardization, reproducibility, and analysis of age-related relationships in health and disease.

IEEE Journal of Biomedical and Health Informatics · Jan 17, 2025Peer-reviewedBioinformatics

Open datasets and code for multi-scale relations on structure, function and neuro-genetics in the human brain

Antonio Jiménez-Marín, Ibai Palacio Diez, Asier Erramuzpe, Sebastiano Stramaglia, P. Bonifazi, Jesús M. Cortés

The paper provides open datasets and code to study multi-scale relationships between structural, functional, and neuro-genetic aspects of the human brain.

Scientific Data · Feb 29, 2024Peer-reviewedNeuroscience

FMRIPrep: a robust preprocessing pipeline for functional MRI

Oscar Estéban, Christopher Johnson Markiewicz, Ross W. Blair, Craig A. Moodie, Ayse Ilkay Isik, Asier Erramuzpe, James Doliver Kent, Mathias Goncalves, Elizabeth DuPré, Madeleine Snyder, Hiroyuki Oya, Satrajit Ghosh, Jessey Wright, Joke Durnez, Russell Alan Poldrack, Krzysztof J. Gorgolewski

fMRIPrep, a BIDS-driven, self-adapting fMRI preprocessing pipeline, earned above-acceptable expert quality ratings on 50 of 54 OpenfMRI datasets and introduced less smoothing than FSL feat.

Nature Methods · Dec 4, 2018Peer-reviewedBioinformatics✦ In-depth digest

What the structural-functional connectome reveals about brain aging: The key role of the fronto-striatal-thalamic circuit and the rejuvenating impact of physical activity

P. Bonifazi, Asier Erramuzpe, Ibai Palacio Diez, Iñigo Gabilondo, Matthieu P. Boisgontier, Lisa Pauwels, Sebastiano Stramaglia, Stephan Patrick Swinnen, Jesús M. Cortés

The paper estimates brain-connectome age using structural and functional connectivity data and finds physical activity reduces this estimated age.

Human Brain Mapping · Jul 13, 2018Peer-reviewedNeuroscience