Improving Diagnostic Classification of Stillbirths and Neonatal Deaths Using ICD-PM (International Classification of Diseases for Perinatal Mortality) Codes: Validation Study.

Hiu Mei Luk Emma R Allanson Wai-Kit Ming Wing Cheong Leung

Published in: JMIR medical informatics (2020)

Using the ICD-PM would lead to a better classification of perinatal deaths, reduce the proportion of unknown diagnoses, and clearly link the maternal conditions with these perinatal deaths.

Keyphrases

deep learning
machine learning
pregnant women
particulate matter
air pollution
heavy metals
cardiovascular events
type diabetes
risk factors
pregnancy outcomes
birth weight