Research output per year
Research output per year
Personal profile
Research interests
Research focuses on developing and applying pattern recognition methods to analyse fMRI data. Pattern recognition methods can be used to classify patterns of brain activation that distinguish between controls and patients or between different cognitive states.
Research interests (short)
Developing pattern recognition methods to analyse fMRI data.
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Multi-center MRI prediction models: Predicting sex and illness course in first episode psychosis patients
Nieuwenhuis, M., Schnack, H. G., van Haren, N. E., Lappin, J., Morgan, C., Reinders, A. A., Gutierrez-Tordesillas, D., Roiz-Santiañez, R., Schaufelberger, M. S., Rosa, P. G., Zanetti, M. V., Busatto, G. F., Crespo-Facorro, B., McGorry, P. D., Velakoulis, D., Pantelis, C., Wood, S. J., Kahn, R. S., Mourao-Miranda, J. & Dazzan, P., 15 Jan 2017, In: NeuroImage. 145, Part B, p. 246-253Research output: Contribution to journal › Article › peer-review
Open AccessFile46 Citations (Scopus)223 Downloads (Pure) -
The pathways for intelligible speech: Multivariate and univariate perspectives
Evans, S., Kyong, J. S., Rosen, S., Golestani, N., Warren, J. E., McGettigan, C., Mourão-Miranda, J., Wise, R. J. S. & Scott, S. K., Sept 2014, In: Cerebral Cortex. 24, 9, p. 2350-2361 12 p.Research output: Contribution to journal › Article › peer-review
Open Access69 Citations (Scopus) -
A novel approach to probabilistic biomarker-based classification using functional near-infrared spectroscopy
Hahn, T., Marquand, A., Plichta, M. M., Ehlis, A.-C., Schecklmann, M. W., Dresler, T., Jarczok, T. A., Eirich, E., Leonhard, C., Reif, A., Lesch, K.-P., Brammer, M. J., Mourao-Miranda, J. & Fallgatter, A. J., May 2013, In: Human Brain Mapping. 34, 5, p. 1102-1114 13 p.Research output: Contribution to journal › Article › peer-review
28 Citations (Scopus) -
Automated, high accuracy classification of parkinsonian disorders: a pattern recognition approach
Marquand, A., Filippone, M., Ashburner, J., Girolami, M., Mourao-Miranda, J., Barker, G. J., Williams, S. C. R., Leigh, P. N. & Blain, C. R. V., 2013, In: PLoS ONE. 8, 7, e69237.Research output: Contribution to journal › Article › peer-review
38 Citations (Scopus) -
Examination of the predictive value of structural magnetic resonance scans in bipolar disorder: a pattern classification approach
Rocha-Rego, V., Jogia, J., Marquand, A., Mourao-Miranda, J., Simmons, A. & Frangou, S., 5 Jun 2013, (E-pub ahead of print) In: Psychological Medicine. p. 1-14 14 p.Research output: Contribution to journal › Article › peer-review
Open Access51 Citations (Scopus)
Projects
- 2 Finished
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Multivariate approaches to fMRI data analysis
Mourao-Miranda, J. (Co-Investigator) & Williams, S. (Co-Investigator)
1/01/2009 → 31/12/2010
Project: Research
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Development of technologies for assisting diagnosis of psychiatric diseases and predicting treatment responses based on neuroimaging
Brammer, M. (Co-Investigator), Mourao-Miranda, J. (Co-Investigator) & Williams, S. (Co-Investigator)
1/09/2008 → 31/08/2013
Project: Research