Cesar Caballero-Gaudes

Cesar Caballero-Gaudes

MRI Engineer

functional and structural neuroimaging; magnetic resonance imaging (MRI) physics and sequence development; BOLD fMRI: data analysis, signal processing methods, connectivity, and physiological basis; inverse problems and reconstruction; pattern recognition and machine learning.

Tel.: +34 943 309 300


  • Caballero-Gaudes, C. & Reynolds, R.C., ( In Press ) Methods for cleaning the BOLD fMRI signal. Neuroimage. Doi: 10.1016/j.neuroimage.2016.12.018
  • Gonzalez-Castillo, J., Panwar, P., Buchanan, LC., Caballero-Gaudes, C., Handwerker, D.A., Jangraw, D.C., Zachariou, V., Inati, S., Roopchansingh, V., Derbyshire, J.A., & Bandettini, P.A., ( 2016 ) Evaluation of multi-echo ICA denoising for task based fMRI studies: Block designs, rapid event-related designs, and cardiac-gated fMRI. Neuroimage, 141, 452–468. Doi: 10.1016/j.neuroimage.2016.07.049.
  • Iglesias, J.E., Paz-Alonso, P.M., Lerma-Usabiaga, G., Insausti, R., Miller, K., & Caballero-Gaudes, C., ( 2016 ) Simultaneous Bayesian correction of slab boundary artifacts and bias field for high resolution ex vivo MRI. IEEE International Symposium on Biomedical Imaging (ISBI), 1384-1387. Doi: 10.1109/ISBI.2016.7493525
  • Allan, T.W., Francis, S.T., Caballero-Gaudes, C., Morris, P.G., Liddle, E.B., Liddle, P.F., Brookes, M.J., & Gowland, P.A., ( 2015 ) Functional Connectivity in MRI Is Driven by Spontaneous BOLD Events. PLoS ONE, 10(4):e0124577. doi:10.1371/journal.pone.0124577
  • Caballero-Gaudes, C., Van de Ville, D., Grouiller, F., Thornton, R., Lemieux, L., Seeck, M., Lazeyras, F., & Vulliemoz, S. , ( 2013 ) Mapping interictal epileptic discharges using mutual information between concurrent EEG and fMRI. NeuroImage 68, 248–262. DOI: 10.1016/j.neuroimage.2012.12.011.
  • Caballero-Gaudes, C., Petridou, N., Dryden, I., Francis, S., & Gowland, P. , ( 2013 ) Paradigm Free Mapping with sparse regression automatically detects single-trial functional magnetic resonance imaging blood oxygenation level dependent responses. Human Brain Mapping, 34 - 3, 501 - 519.
  • Petridou, N., Caballero-Gaudes, C., Dryden, I., Francis, S., & Gowland, P., ( 2013 ) Periods of rest in fMRI contain transient events which are related to slowly fluctuating spontaneous activity. Human Brain Mapping, 34 - 6, 1319 - 1348.
  • Karahano˘glu, F.I., Caballero-Gaudes, C., Lazeyras, F., & Van De Ville, D. , ( 2013 ) Total Activation: FMRI Deconvolution through Spatio-Temporal Regularization. Neuroimage, 73,121–134. DOI: 10.1016/j.neuroimage.2013.01.067.
  • Caballero-Gaudes, C., Petridou, N., Dryden, I., Bai, L., Francis, S., & Gowland, P. , ( 2011 ) Detection and Characterization of single-trial fMRI BOLD responses: Paradigm-Free Mapping. Human Brain Mapping, 32(9):1400-1418.
  • Caballero-Gaudes, C., Santamara, I., Vía, J., Masgrau, E., & Sesé, T., ( 2006 ) Robust array beamforming with sidelobe control using support vector machines. IEEE Trans. on Signal Processing, 55(2):574-584.