Correlation between antibiotic use and resistance of gram-negative bacteria at a university hospital in Japan from 2013 to 2021: a study using the Japan Surveillance for Infection Prevention and Healthcare Epidemiology system.

Keisuke KagamiNobuhisa IshiguroSumio IwasakiKeisuke TakiTatsuya FukumotoKasumi HayasakaReiko OyamadaTsubasa WatanabeSho NakakuboYusuke NiinumaMitsuru SugawaraYoh Takekuma

Published in: European journal of hospital pharmacy : science and practice (2023)

This is the first study to investigate the correlation between antibiotic use and AMR at a single hospital in time series and inter-ward analyses using the J-SIPHE system and data prepared for this system, suggesting that this system may be useful for promoting AMR measures.

Keyphrases

healthcare
public health
risk factors
electronic health record
big data
machine learning
artificial intelligence
adverse drug
acute care
deep learning
social media
data analysis