Eneko Uruñuela

Research

Predoctoral Researcher-Basque Government Predoc fellow 2020-2023

Keywords: functional MRI, multi-echo models, spatio-temporal deconvolution techniques, multivariate deconvolution, functional connectivity, resting state networks, neuroimaging markers, brain complexity.

Research group: Signal Processing in Neuroimaging

e.urunuela@bcbl.eu

+34 943 309 300 Ext.: 307

2024

Uruñuela, E., Gonzalez-Castillo, J., Zheng, C., Bandettini, P., & Caballero-Gaudes, C. (2024). Whole-brain multivariate hemodynamic deconvolution for functional MRI with stability selection. Medical Image Analysis, 91. Doi:10.1016/j.media.2023.103010

2021

Moia, S., Termenon, M., Uruñuela, E., Chen, G., Stickland, R.C., Bright, M.G., & Caballero-Gaudes, C. (2021). ICA-based denoising strategies in breath-hold induced cerebrovascular reactivity mapping with multi echo BOLD fMRI. NeuroImage, 233. Doi:10.1016/j.neuroimage.2021.117914

Gau, R., Noble, S., Heuer, K., Bottenhorn, K.L., Bilgin, I.P., Yang, Y.F., Huntenburg, J.M., Bayer, J.M.M., Bethlehem, R.A.I., Rhoads, S.A., Vogelbacher, C., Borghesani, V., Levitis, E., Wang, H.T., Van Den Bossche, S., Kobeleva, X., Legarreta, J.H., Guay, S., Atay, S.M., Varoquaux, G.P., Huijser, D.C., Sandström, M.S., Herholz, P., Nastase, S.A., Badhwar, A.P., Dumas, G., Schwab, S., Moia, S., Dayan, M., Bassil, Y., Brooks, P.P., Mancini, M., Shine, J.M., O'Connor, D., Xie, X., Poggiali, D., Friedrich, P., Heinsfeld, A.S., Riedl, L., Toro, R., Caballero-Gaudes, C., Eklund, A., Garner, K.G., Nolan, C.R., Demeter, D.V., Barrios, F.A., Merchant, J.S., McDevitt, E.A., Oostenveld, R., Craddock, R.C., Rokem, A., Doyle, A., Ghosh, S.S., Nikolaidis, A., Stanley, O.W., Uruñuela, E., Anousheh, N., Arnatkeviciute, A., Auzias, G., Bachar, D., Bannier, E., Basanisi, R., Basavaraj, A., Bedini, M., Bellec, P., Benn, R.A., Berluti, K., Bollmann, S., Bollmann, S., Bradley, C., Brown, J., Buchweitz, A., Callahan, P., Chan, M.Y., Chandio, B.Q., Cheng, T., Chopra, S., Chung, A.W., Close, T.G., Combrisson, E., Cona, G., Constable, R.T., Cury, C., Dadi, K., Damasceno, P.F., Das, S., De Vico Fallani, F., DeStasio, K., Dickie, E.W., Dorfschmidt, L., Duff, E.P., DuPre, E., Dziura, S., Esper, N.B., Esteban, O., Fadnavis, S., Flandin, G., Flannery, J.E., Flournoy, J., & Forkel, S.J. (2021). Brainhack: Developing a culture of open, inclusive, community-driven neuroscience. Neuron, 109(11), 1769-1775. Doi:10.1016/j.neuron.2021.04.001

Urunuela, E., Moia, S., & Caballero-Gaudes, C. (2021). A low rank and sparse paradigm free mapping algorithm for deconvolution of FMRI data. Proceedings - International Symposium on Biomedical Imaging, 2021-April, 1726-1729. Doi:10.1109/ISBI48211.2021.9433821

2020

Bolton, T.A.W., Urunuela, E., Tian, Y., Zalesky, A., Caballero-Gaudes, C., & Van De Ville, D. (2020). Sparse coupled logistic regression to estimate co-activation and modulatory influences of brain regions. Journal of Neural Engineering, 17(6). Doi:10.1088/1741-2552/aba55e

Urunuela, E., Jones, S., Crawford, A., Shin, W., Oh, S., Lowe, M., & Caballero-Gaudes, C. (2020). Stability-Based Sparse Paradigm Free Mapping Algorithm for Deconvolution of Functional MRI Data. Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS, 2020-July, 1092-1095. Doi:10.1109/EMBC44109.2020.9176137

2023

Vicente Ferrer-Gallardo, Eneko Uruñuela, César Caballero-Gaudes (2023). Blind estimation of neuronal-related activity in fMRI informed by co-fluctuations of brain regions Author and presenter Organization of the human brain mapping society annual meeting (OHBM 2022)

2020

Moia, S., Termenon, M., Uruñuela-Tremiño, E., Stickland, R.C., Bright, M.G., & Caballero-Gaudes, C. (2020). Improving breath-hold cerebrovascular reactivity mapping with multi-echo BOLD fMRI. Digital poster presentation at ISMRM 2020, Sydney, Australia.

Moia, S., Stickland, R.C., Termenon, M., Uruñuela-Tremiño, E., Caballero-Gaudes, C., & Bright, M.G. (2020). Assessment of longitudinal cerebrovascular reactivity measurements based on breath-hold and resting state BOLD multi-echo fMRI. Digital poster presentation at ISMRM 2020, Sydney, Australia.

Alcalá, D., Ayyagari, A., Bright, M.G., Caballero-Gaudes, C., Ferrer Gallardo, V., Hayashi, S., Markello, R., Moia, S., Stickland, R., Uruñuela, E., & Zvolanek, K. (2020). Physiopy/phys2bids: BIDS formatting of physiological recordings. Poster presentation at the 2020 meeting of the Organisation of Human Brain Mapping (2020 OHBM), Montreal, Québec, Canada.

Moia, S., Ferrer Gallardo, V., Stickland, R., Uruñuela, E., Termenon, M., Caballero-Gaudes, C., & Bright, M.G. (2020). Multi-session CVR variability within functional networks. Poster presentation at the 2020 meeting of the Organisation of Human Brain Mapping (2020 OHBM), Montreal, Québec, Canada.

Moia, S., Termenon, M., Uruñuela, E., Stickland, R., Bright, M.G., & Caballero-Gaudes, C. (2020). ICA-based denoising strategies in highly motion correlated tasks with Multi Echo BOLD fMRI. Poster presentation at the 2020 meeting of the Organisation of Human Brain Mapping (2020 OHBM), Montreal, Québec, Canada.

2019

Moia, S., Termenon, M., Uruñuela, E., Bright, M.G., & Caballero-Gaudes, C. (2019). Comparison of ICA-based denoising approaches in breath-holding task with ME-fMRI data. Poster presentation at the ICP Network Symposium: Physiological and Functional MRI of the Brain: Emerging Techniques and Clinical Applications, Baltimore, USA.

Uruñuela-Tremiño, E., Moia, S., Zheng, C., González-Castillo, J., & Caballero-Gaudes, C. (2019). Deconvolution of multi-echo functional MRI data with Multivariate Multi-Echo Sparse Paradigm Free Mapping. Poster presentation at the Annual Meeting of International Society Magnetic Resonance in Medicine, (ISMRM 2019), Montreal, Canada.

Uruñuela-Tremiño, E., Moia, S., Zheng, C., González-Castillo, J., & Caballero-Gaudes, C. (2019). Deconvolution of multi-echo functional MRI data with Multivariate Multi-Echo Sparse Paradigm Free Mapping. Oral presentation at the Annual Meeting of International Society Magnetic Resonance in Medicine, (ISMRM 2019), Montreal, Canada.