I am interested in applying statistical and machine learning approaches to build models that can characterise psychiatric symptoms/disorders. During my PhD I developed a novel pipeline for biomarker identification in schizophrenia using neuroimaging data (structural, diffusion weighted and resting state functional MRI). I am currently working towards developing an integrative model of youth suicidal thoughts and behaviours using neuroimaging (structural and diffusion weighted MRI), cognitive and psychosocial data.
Magnetic resonance imaging (MRI)
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