Computer-based coding of free-text job descriptions to efficiently identify occupations in epidemiological studies.

Daniel E RussKwan-Yuet HoJoanne S ColtKarla R ArmentiDalsu BarisWong-Ho ChowFaith DavisAlison JohnsonMark P PurdueMargaret R KaragasKendra SchwartzMolly SchwennDebra T SilvermanCalvin A JohnsonMelissa C Friesen

Published in: Occupational and environmental medicine (2016)

Although some manual coding will remain necessary, using SOCcer may improve the efficiency of incorporating occupation into large-scale epidemiological studies.

Keyphrases

case control
deep learning
smoking cessation
machine learning