Our lab explores the molecular mechanisms underlying brain disease and develops methods for early diagnosis and therapy optimization. We develop tools for disentangling the different signals coming from brain metabolites, proteins, and lipids, and evaluate their potential to serve as noninvasive image bio-markers for cell death, ischemia, and disease severity. We design and implement AI-based methods for early interventions along the imaging pipeline, enabling automatic MRI acquisition protocol discovery and quantitative molecular parameters reconstruction.