Completeness of reporting of clinical prediction models developed using supervised machine learning: a systematic review
On 24 Apr, 2022 By admin 0 Comments
January, 2022
Abstract
Background
While many studies have consistently found incomplete reporting of regression-based prediction model studies, evidence is lacking for machine learning-based prediction model studies. We aim to systematically review the adherence of Machine Learning (ML)-based prediction model studies to the Transparent Reporting of a multivariable prediction model for Individual Prognosis Or Diagnosis (TRIPOD) Statement.
Methods