This study explores the statistics of hemodynamic response function and the activation areas in neonatal brain imaging, namely functional magnetic resonance imaging data, during resting state. We highlight a methodology for joint analysis of the hemodynamic response and of the brain re-gions activation to identify a reference physiological state for the study of neonatal brain development. Additionally, we compare the response and activation features of neonates with that of adult subjects. Our research identifies a description of newborn fMRI resting state activity to be used as a reference to identify further brain development in pediatric subjects.

Where it all starts. A statistical dive into fMRI data of neonatal brain / Di Salvo, E., Colonnese, S., Parrillo, C., Nasta, F., Napolitano, A., Cattai, T.. - (2024), pp. 1-6. (12th European Workshop on Visual Information Processing, EUVIP 2024 Geneva; Switzerland ) [10.1109/euvip61797.2024.10772890].

Where it all starts. A statistical dive into fMRI data of neonatal brain

Di Salvo, Eleonora;Colonnese, Stefania;Cattai, Tiziana
2024

Abstract

This study explores the statistics of hemodynamic response function and the activation areas in neonatal brain imaging, namely functional magnetic resonance imaging data, during resting state. We highlight a methodology for joint analysis of the hemodynamic response and of the brain re-gions activation to identify a reference physiological state for the study of neonatal brain development. Additionally, we compare the response and activation features of neonates with that of adult subjects. Our research identifies a description of newborn fMRI resting state activity to be used as a reference to identify further brain development in pediatric subjects.
2024
12th European Workshop on Visual Information Processing, EUVIP 2024
brain activation; functional MRI; hemodynamic response function; neonatal brain; resting state; spatial clus-tering; temporal clustering
04 Pubblicazione in atti di convegno::04b Atto di convegno in volume
Where it all starts. A statistical dive into fMRI data of neonatal brain / Di Salvo, E., Colonnese, S., Parrillo, C., Nasta, F., Napolitano, A., Cattai, T.. - (2024), pp. 1-6. (12th European Workshop on Visual Information Processing, EUVIP 2024 Geneva; Switzerland ) [10.1109/euvip61797.2024.10772890].
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11573/1770408
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