Signal Processing in Neuroimaging

Signal Processing in Neuroimaging

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SPIN-Group. Our group broadly focuses on investigating advanced methods for the acquisition and analysis of neuroimaging and biomedical data in order to advance our understanding of human brain function, structure and physiology.

With a focus on cognitive and clinical neuroscience, our current projects mainly concern the development of signal processing algorithms for functional magnetic resonance imaging and functional near-infrared spectroscopy, including signal denoising and deconvolution, physiological and neurovascular processes, functional connectivity analyses, decoding and encoding brain activity, and multimodal imaging. We aim to apply these methods to examine the functional organization of large-scale brain networks and how they shape cognition in single individuals and across subjects in healthy and diseased conditions across their lifespan.

Our team

Publications

2022

Basaia, S., Agosta, F., Diez, I., Bueichekú, E., d'Oleire Uquillas, F., Delgado-Alvarado, M., Caballero-Gaudes, C., Rodriguez-Oroz, M.C., Stojkovic, T., Kostic, V.S., Filippi, M., & Sepulcre, J. (2022). Neurogenetic traits outline vulnerability to cortical disruption in Parkinson's disease. NeuroImage: Clinical, 33. Doi:10.1016/j.nicl.2022.102941
Bouziane, I., Das, M., Friston, K.J., Caballero-Gaudes, C., & Ray, D. (2022). Enhanced top-down sensorimotor processing in somatic anxiety. Translational Psychiatry, 12(1). Doi:10.1038/s41398-022-02061-2
Stickland, R.C., Zvolanek, K.M., Moia, S., Caballero-Gaudes, C., & Bright, M.G. (2022). Lag-Optimized Blood Oxygenation Level Dependent Cerebrovascular Reactivity Estimates Derived From Breathing Task Data Have a Stronger Relationship With Baseline Cerebral Blood Flow. Frontiers in Neuroscience, 16. Doi:10.3389/fnins.2022.910025
Zwiers, M.P., Moia, S., & Oostenveld, R. (2022). BIDScoin: A User-Friendly Application to Convert Source Data to Brain Imaging Data Structure. Frontiers in Neuroinformatics, 15. Doi:10.3389/fninf.2021.770608

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