Unsupervised algorithms to identify potential under-coding of secondary diagnoses in hospitalisations databases in Portugal.

Diana Portela Rita AmaralPedro P RodriguesAlberto FreitasElísio CostaJoão A FonsecaBernardo Sousa-Pinto

Published in: Health information management : journal of the Health Information Management Association of Australia (2023)

Our proposed methodological framework could both enhance data quality and act as a reference for other studies relying on databases with similar problems.

Keyphrases

machine learning
big data
artificial intelligence
mental health
deep learning
electronic health record
case control
quality improvement
human health
risk assessment
climate change
data analysis