Perspectives on validation of clinical predictive algorithms.
review · Level V
Where this comes from
- Record sourced from PubMed, PMID 37149704.
- Also identified by DOI 10.1038/s41746-023-00832-9 and PMC identifier 10163568.
- Licence recorded as CC BY.
- The licence permits redistribution, so the abstract is shown in full and the full text is available from the publisher.
Abstract
The generalizability of predictive algorithms is of key relevance to application in clinical practice. We provide an overview of three types of generalizability, based on existing literature: temporal, geographical, and domain generalizability. These generalizability types are linked to their associated goals, methodology, and stakeholders.