Automated extraction of weight, height, and obesity in electronic medical records are highly valid.

Namneet SandhuAlexander KrusinaHude QuanRobin WalkerElliot A MartinCathy A EastwoodDanielle A Southern

Published in: Obesity science & practice (2023)

This study developed a highly valid rule-based EMR algorithm that detects height and weight. This could allow large-scale analyses using obesity that were previously not possible.

Keyphrases

body mass index
weight loss
weight gain
insulin resistance
metabolic syndrome
machine learning
deep learning
type diabetes
high fat diet induced
physical activity
high throughput
neural network