AI - Concepts & Application in Radiology

Data Bias: Training data is imbalanced or reflects societal prejudices.
Algorithmic Bias: Algorithm design inadvertently introduces unfairness.
Human Decision Bias: Developers' biases influence model creation.

Responsible Use & Critical Thinking +

1. Pattern Recognition &#8800; Pathophysiology +

2. Sensitivity to Domain Shift +

3. Explainability & Shortcut Learning +

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