Validation of a type 1 diabetes algorithm using electronic medical records and administrative healthcare data to study the population incidence and prevalence of type 1 diabetes in Ontario, Canada.

Alanna WeismanKaren TuJacqueline YoungMatthew KumarPeter C AustinLiisa JaakkimainenLorraine LipscombeRonnie AronsonGillian L Booth

Published in: BMJ open diabetes research & care (2021)

Primary care EMR and administrative data algorithms performed well in identifying T1D and demonstrated increasing T1D prevalence in Ontario. These algorithms may permit the development of large, population-based cohort studies of T1D.

Keyphrases

type diabetes
machine learning
risk factors
primary care
deep learning
healthcare
big data
electronic health record
glycemic control
artificial intelligence
insulin resistance
data analysis
metabolic syndrome
social media
adipose tissue
health information
general practice
health insurance