Alina Tetereva
MSc (Lomonosov MSU), PhD Candidate (Otago)
Post-doctoral Research Fellow
New Zealand Brain Research Institute, Christchurch
PhD Candidate
Human Affective and Motivational Neuroscience Lab, Department of Psychology, University of Otago, Dunedin
Email: alina.tetereva@nzbri.org
Thesis: Using multimodal neuroimaging to predict individual differences in cognitive abilities
This thesis focuses on developing robust neuroimaging-based biomarkers for cognitive abilities using stacked machine learning from multiple types of brain MRI. It demonstrates that these biomarkers exhibit high predictability, test-retest reliability, and cross-cohort generalisability, outperforming traditional methods.
Research Interests
- Resting state
- Cognition
- MRI (structural, diffusion, functional)
- EEG
- Machine Learning