T-staging pulmonary oncology from radiological reports using natural language processing: translating into a multi-language setting.

J Martijn NobelSander PutsJakob WeissHugo J W L AertsRaymond H MakSimon G F RobbenAndré L A J Dekker

Published in: Insights into imaging (2021)

NLP can be successfully applied for staging lung cancer from free-text radiological reports in different languages. Focused introduction of machine learning should be introduced in a hybrid approach to improve performance.

Keyphrases

machine learning
lymph node
pet ct
autism spectrum disorder
adverse drug
pulmonary hypertension
palliative care
smoking cessation
deep learning
emergency department