Alzheimer's Disease Analysis

Author: Cidália Castro

Date: 2025

🛠️ Tools Used

Python · Pandas · Gradio · Matplotlib · Hugging Face

🎯 Main Objectives

Explore relationships between age, education, SES and dementia
Analyze brain volume changes between healthy and affected individuals
Evaluate MMSE and CDR cognitive scores in disease staging
Track dementia progression using longitudinal data
Prototype predictive models for disease evolution

📊 Key Analyses

Does education level influence dementia risk?
Is there a link between SES and cognitive decline?
Gender-based differences in progression
Brain volume reduction patterns
Time to conversion from nondemented to demented

📎 Project Resources

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Cross-Sectional Analysis

Longitudinal Analysis