How Natural Language Processing Can Aid With Pulmonary Oncology Tumor Node Metastasis Staging From Free-Text Radiology Reports: Algorithm Development and Validation.

Sander Puts J Martijn Nobel Catharina M L Zegers Inigo Bermejo Simon Robben Andre Dekker

Published in: JMIR formative research (2023)

This study shows that NLP has potential in classifying pulmonary oncology from free-text radiological reports according to the TNM classification system as both the T- and N-stages can be extracted with high accuracy.

Keyphrases

pulmonary hypertension
lymph node
palliative care
smoking cessation
adverse drug
machine learning
artificial intelligence
autism spectrum disorder
deep learning
pet ct
risk assessment
human health
electronic health record