Sebastiano Stramaglia, Luca Faes, Jesus M. Cortes, and Daniele Marinazzo. Disentangling high-order effects in the transfer entropy. Phys Rev Res 6, L032007 (2024). [pdf] Abstract Transfer entropy (TE), the primary method for determining directed information flow within a network system, can exhibit bias—either in deficiency or excess—during both pairwise and conditioned calculations, owing to high-order dependencies among the dynamic processes under consideration and the remaining processes in the system used […]

JCR Articles Publications

Disentangling high-order effects in the transfer entropy

Ildefonso M. De la Fuente, Jose Carrasco-Pujante, Borja Camino-Pontes, Maria Fedetze, Carlos Bringas, Alberto Pérez-Samartín, Gorka Pérez-Yarza, José I. López, Iker Malaina, and Jesus M. Cortes. Systemic cellular migration: The forces driving the directed locomotion movement of cells. PNAS nexus. In press, 2024. [pdf] Abstract Directional motility is an essential property of cells. Despite its enormous relevance in many fundamental physiological and pathological processes, how cells control their locomotion movements […]

JCR Articles Publications

Systemic cellular migration: The forces driving the directed locomotion movement of cells

Antonio Jimenez-Marin, Ibai Diez, Asier Erramuzpe, Sebastiano Stramaglia, Paolo Bonifazi, and Jesus M. Cortes. Open datasets and code for multi-scale relations on structure, function and neuro-genetics in the human brain. Scientific Data. In press, 2024. [pdf] Abstract The human brain is an extremely complex network of structural and functional connections that operate at multiple spatial and temporal scales. Investigating the relationship between these multi-scale connections is critical to advancing our […]

JCR Articles Publications

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

D Ramos-Usuga, A Jimenez-Marin, A Cabrera Zubizarreta, I Benito-Sanchez, D Rivera, E Martinez-Gutierrez, E Panera, V Boado, Fermin Labayen, J M Cortes, Juan C. Arango-Lasprilla. Cognitive and brain connectivity trajectories at one-year post intensive care unit discharge in individuals with COVID-19. Neurorehabilitation. In press, 2024. [pdf] Abstract BACKGROUND: Multiple Organ failure (MOF) is one of the main causes of admission to the Intensive Care Unit (ICU) of patients infected with […]

JCR Articles Publications

Cognitive and brain connectivity trajectories at one-year post intensive care unit discharge in …

Jorge Garcia Condado and Jesus M Cortes. NeuropsychBrainAge: A biomarker for conversion from mild cognitive impairment to Alzheimer’s disease. Alzheimer’s Dement. 2023 [pdf] INTRODUCTION: BrainAge models based on neuroimaging data have diagnosticclassification power but have replicability issues due to site and patient variability. Brain Age models trained on neuropsychological tests could help distinguish stable mild cognitive impairment (sMCI) from progressive MCI(pMCI) to Alzheimer’s disease(AD). METHODS: A linear regressor Brain Age […]

JCR Articles Publications

NeuropsychBrainAge: A biomarker for conversion from mild cognitive impairment to Alzheimer’s disease.

A new commentary by Michael Hawrylycz and Thomas Nickl-Jockschat published in Biological Psychiatry about our article in subtyping autism spectrum disorder based on brain functional connectivity analyses The commnetary can be found here The original paper was Javier Rasero, Antonio Jimenez-Marin, Ibai Diez, Roberto Toro, Mazahir T Hasan, Jesus M Cortes. The neurogenetics of functional connectivity alterations in Autism: Insights from subtyping in 657 patients. Biol Psychiatry 2023, S0006-3223(23)01230-1. [pdf]

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A new comment in Biological Psychiatry on our paper in Autism