Dataset Shift Intermediate

Dataset Shift

Intermediate

Differences between training and deployed patient populations.

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Definition

Full Definition

Differences between training and deployed patient populations.

Keywords

population change

Domains

AI in Healthcare

Related Terms

Algorithmic Bias related to

Unequal performance across demographic groups.

 Informed Consent related to

Patient agreement to AI-assisted care.

 Prognostic Model related to

Predicting disease progression or survival.

 Clinical Validation related to

Testing AI under actual clinical conditions.

 FDA Clearance related to

US approval process for medical AI devices.

 SaMD related to

Software regulated as a medical device.

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