Validation study: evaluation of the metrological quality of French hospital data for perinatal algorithms.

Karine GoueslardJonathan CottenetEric BenzeninePascale Tubert-BitterCatherine Quantin

Published in: BMJ open (2020)

This first national validation study of many perinatal algorithms suggests that the French national hospital database is an appropriate data source for epidemiological studies, except for some indicators which presented low PPV and/or sensitivity.

Keyphrases

machine learning
quality improvement
adverse drug
electronic health record
big data
pregnant women
healthcare
deep learning
acute care
emergency department