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João M. Monteiro

João M. Monteiro

PhD Student
London

IMPRS COMP2PSYCH

Short CV

PhD in Computer Science, 2013 - Present, University College London, UK
MSc in Biomedical Engineering and Biophysics, 2012, University of Lisbon, Portugal
BSc in Biomedical Engineering and Biophysics, 2010, University of Lisbon, Portugal
 

Research Interests

  • Machine Learning
  • Neuroimaging
     

Selected Publications

Monteiro, J. M., Rao, A., Ashburner, J., Shawe-Taylor, J., & Mourão-Miranda, J. (2015). Multivariate Effect Ranking via Adaptive Sparse PLS. 2015 International Workshop on Pattern Recognition in NeuroImaging, 25-28. doi:10.1109/PRNI.2015.27

Monteiro, J. M., Rao, A., Ashburner, J., Shawe-Taylor, J., & Mourão-Miranda, J. (2016). Leveraging Clinical Data to Enhance Localization of Brain Atrophy. In I. Rish, G. Langs, L. Wehbe, G. Cecchi, K.-m. K. Chang, & B. Murphy (Eds.), Machine Learning and Interpretation in Neuroimaging: 4th International Workshop, MLINI 2014, Held at NIPS 2014, Montreal, QC, Canada, December 13, 2014, Revised Selected Papers (pp. 60-68). Cham: Springer International Publishing. doi: 10.1007/978-3-319-45174-9_7

Monteiro, J. M., Rao, A., Shawe-Taylor, J., & Mourão-Miranda, J. (2016). A multiple hold-out framework for Sparse Partial Least Squares. Journal of Neuroscience Methods, 271, 182-194. doi:http://dx.doi.org/10.1016/j.jneumeth.2016.06.011