Domain: AI in Healthcare
Algorithmic Bias
Intermediate
Unequal performance across demographic groups.
Clinical Decision Support
Intermediate
AI systems assisting clinicians with diagnosis or treatment decisions.
Clinical Validation
Intermediate
Testing AI under actual clinical conditions.
Computer-Aided Diagnosis
Intermediate
Automated assistance identifying disease indicators.
Dataset Shift
Intermediate
Differences between training and deployed patient populations.
False Negative
Intermediate
Failure to detect present disease.
FDA Clearance
Intermediate
US approval process for medical AI devices.
Informed Consent
Intermediate
Patient agreement to AI-assisted care.
Medical Imaging AI
Intermediate
AI applied to X-rays, CT, MRI, ultrasound, pathology slides.
Prognostic Model
Intermediate
Predicting disease progression or survival.
Risk Stratification
Intermediate
Grouping patients by predicted outcomes.
SaMD
Intermediate
Software regulated as a medical device.
Sensitivity
Intermediate
Ability to correctly detect disease.
Triage System
Intermediate
AI that ranks patients by urgency.