A Comprehensive and Improved Definition for Hospital-Acquired Pressure Injury Classification Based on Electronic Health Records: Comparative Study.

Mani Sotoodeh Wenhui Zhang Roy L Simpson Vicki Stover Hertzberg Joyce C Ho

Published in: JMIR medical informatics (2023)

Standardized HAPI definitions are important for accurately assessing HAPI nursing quality metric and determining HAPI incidence for preventive measures. We demonstrate the complexity of defining an occurrence of HAPI, given the conflicting and incomplete EHR data. Our EHAPI definition has favorable properties, making it a suitable candidate for HAPI classification tasks.

Keyphrases

electronic health record
adverse drug
clinical decision support
machine learning
deep learning
healthcare
quality improvement
risk assessment
working memory
big data
drug induced
data analysis
virtual reality