Using a Semiautomated Procedure (CleanADHdata.R Script) to Clean Electronic Adherence Monitoring Data: Tutorial.

Carole Bandiera Jérôme Pasquier Isabella Locatelli Marie-Paule Schneider

Published in: JMIR formative research (2024)

The CleanADHdata.R script is a semiautomated procedure that increases standardization and reproducibility. This script has broader applicability within the realm of digital health, as it can be used to clean adherence data collected with diverse digital technologies.

Keyphrases

electronic health record
healthcare
minimally invasive
big data
public health
mental health
glycemic control
type diabetes
machine learning
health information
data analysis
risk assessment
metabolic syndrome
insulin resistance
deep learning
human health