Interactive BNN Medical Diagnosis Simulation

A Web-Based Tool Demonstrating Uncertainty in AI-Powered Diagnostics

Patient Data Input

What do these scores mean?

Genetic Marker Score: Simulates a person's genetic risk. A higher score represents a greater inherited predisposition for a disease like Alzheimer's, often linked to genes like APOE4.

Brain Atrophy Measurement: Represents the amount of brain tissue shrinkage, a key indicator of neurodegeneration. This is measured from MRI scans. A higher score means more atrophy.

Cognitive Test Score: A measure of mental function from tests assessing memory, problem-solving, and attention. A lower score indicates cognitive impairment.

Diagnostic Report

Probability of Alzheimer's

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95% Credible Interval

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Model Confidence

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Diagnosis & Uncertainty Visualization

Patient Data Distribution