Haoran Hou is a PhD student at King’s College London working on AI-driven biomarkers for Alzheimer’s disease. She completed her MSc in Biological Robotics at Imperial College London and previously trained as an engineer with experience in deep learning, computer vision and multimodal modelling. She is now applying these skills to neuroimaging, with a focus on Alzheimer’s disease biomarker prediction. Using generative deep learning models, Haoran is exploring whether structural MRI can produce PET-equivalent measures of amyloid burden and how these predictions relate to real-world clinical outcomes. She is particularly interested in translational applications of AI that could support earlier detection and personalised care in neurodegenerative diseases.

Research Interests

• Artificial intelligence in neuroimaging
• Alzheimer’s disease and dementia biomarkers
• MRI-based prediction of molecular and pathological information
• Cross-modal modelling between MRI and PET
• Deep learning for medical image analysis
• Generative models for biomarker estimation