Keywords
Clinical Conditions
Equipment & Techniques
I investigate the neural mechanisms underlying addiction, specifically alcohol use and smoking, primarily through analysing brain imaging data in the UK Biobank. I utilise different brain imaging modalities, such as resting-state and task fMRI, DWI, and T1, along with machine learning algorithms and graph theory measures, to build models that help understand and predict brain and behaviour relationships. Through my studies, I hope to identify potential biomarkers for brain stimulation-based clinical intervention.