Motivation
Correctly identifying dementia at an early stage is a crucial first step for managing the disease in a better way that can reduce the burden on the existing health care system. The prediction of Alzheimer’s disease from patients who are suffering from mild cognitive impairment or Alzheimer’s Disease, related to dementia (ADHD), is a challenging task using Electronic Health Records (EHR). The challenges associated with the prediction of Alzheimer’s Disease require further research and investment. We aim to identify these challenges and implement real-time solutions using recent technological advancements in the past few years, such as large language models, agentic AI, or vision models.