Artificial intelligence exceeds humans in epidemiological job coding.

Mathijs A Langezaal Egon L van den BroekSusan PetersMarcel Goldberg Grégoire ReyMelissa C FriesenSarah J LockeNathaniel RothmanQing Lan Roel C H Vermeulen

Published in: Communications medicine (2023)

OPERAS secures a high degree of accuracy in occupational classification and exposure assessment of free-text job descriptions, substantially reducing workload. As such, OPERAS significantly outperforms both expert coders and other current coding tools. This enables large-scale, efficient, and effective exposure assessment securing healthy work conditions.

Keyphrases

artificial intelligence
machine learning
deep learning
big data
smoking cessation
clinical practice