Diagnostic accuracy of depression questionnaires in adult patients with diabetes: A systematic review and meta-analysis.

Johanna W de JoodeSusan E M van DijkFlorine S WalburgJudith E BosmansHarm W J van MarwijkMichiel R de BoerMaurits W van TulderMarcel C Adriaanse

Published in: PloS one (2019)

This review indicates that the CES-D had the highest sensitivity, whereas the PHQ-9 had the highest specificity, although confidence intervals were wide and overlapping. The algorithm for the PHQ-9 had the lowest sensitivity and specificity. Given the variance in results and suboptimal reporting of studies, further high quality studies are needed to confirm the diagnostic accuracy of these depression questionnaires in patients with diabetes.

Keyphrases

depressive symptoms
case control
sleep quality
psychometric properties
machine learning
deep learning
structural basis
adverse drug
young adults
childhood cancer
neural network