The development of a machine learning algorithm to identify occupational injuries in agriculture using pre-hospital care reports.

Erika E ScottLiane HirabayashiAlex LevensteinNicole KrupaPaul Jenkins

Published in: Health information science and systems (2021)

The application of the trained algorithm on newer data reduced the volume of records requiring visual inspection by two thirds over the previous keyword search strategy, making it a sustainable and cost-effective way to understand injury trends in agriculture.

Keyphrases

machine learning
big data
climate change
healthcare
deep learning
artificial intelligence
adverse drug
palliative care
electronic health record
quality improvement
resistance training
acute care
neural network
emergency department
data analysis
health insurance