Online Sleep Diaries: Considerations for System Development and Recommendations for Data Management.

Kelly M ShafferKatharine E DanielChristina FrederickDaniel J Buysse Charles M Morin Lee M Ritterband

Published in: Sleep (2023)

To secure the most complete and valid data from online sleep diary systems, it is critical to consider the design of the data collection system and to develop replicable processes to manage data.

Keyphrases

electronic health record
big data
physical activity
health information
sleep quality
data analysis
machine learning
deep learning