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This Wellcome Trust funded research project focuses on developing and applying machine learning models to investigate complex relationships between neuroimaging data and multidimensional descriptions of mental health disorders.
The Research Associate will be responsible for: (i) Developing and updating new versions of the Pattern Recognition for Neuroimaging Toolbox (PRoNTo, http://www.mlnl.cs.ucl.ac.uk/pronto/). (ii) Developing multiple source machine learning models to combine data from different neuroimaging modalities and non-imaging information for diagnosis and prognosis of mental health disorders. (iii) Validating the developed models using variety of data sets. (iv) Integrating the developed and validated models into PRoNTo.