XAI-Enhanced MRI Analysis for Alzheimer’s Disease Prediction

This research delves into the application of Explainable Artificial Intelligence (XAI) in the healthcare sector, specifically focusing on Alzheimer's disease prediction. Alzheimer's, a debilitating brain dis-ease, impacts daily activities through cognitive and be-havioral changes. Leveraging XAI in medical diagnostics enhances interpretability, providing transparent insights crucial for informed decision-making by healthcare pro-fessionals. The study explores innovative approaches within the complex landscape of machine learning and data utilization, aiming to unravel the intricacies of Alz-heimer's prediction models. Through the interdiscipli-nary lens of interpretable machine learning, this research seeks to enhance our understanding of the disease, paving the way for personalized and reliable diagnostic and treatment strategies.