Use and performance of machine learning models for type 2 diabetes prediction in clinical and community care settings: Protocol for a systematic review and meta-analysis of predictive modeling studies

Objective Machine learning involves the use of algorithms without explicit instructions. Of late, machine learning models have been widely applied for the prediction of type 2 diabetes. However, no evidence synthesis of the performance of these prediction models of type 2 diabetes is available. We a...

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Bibliographic Details
Main Authors: Kushan De Silva, Joanne Enticott, Christopher Barton, Andrew Forbes, Sajal Saha, Rujuta Nikam
Format: Article
Language:English
Published: SAGE Publishing 2021-09-01
Series:Digital Health
Online Access:https://doi.org/10.1177/20552076211047390