Continual updating and monitoring of clinical prediction models: time for dynamic prediction systems?

Continual updating and monitoring of clinical prediction models: time for dynamic prediction systems?

Abstract Clinical prediction models (CPMs) have become fundamental for risk stratification across healthcare. The CPM pipeline (development, validation, deployment, and impact assessment) is commonly viewed as a one-time activity, with model updating rarely considered and done in a somewhat ad hoc m...

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Bibliographic Details
Main Authors: David A. Jenkins, Glen P. Martin, Matthew Sperrin, Richard D. Riley, Thomas P. A. Debray, Gary S. Collins, Niels Peek
Format: Article
Language:English
Published: BMC 2021-01-01
Series:Diagnostic and Prognostic Research
Subjects:
Clinical prediction models
Dynamic model
Validation
Model updating
Model development
Learning health system
Online Access:https://doi.org/10.1186/s41512-020-00090-3

Internet

https://doi.org/10.1186/s41512-020-00090-3

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