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
machine learning
adverse drug
artificial intelligence
deep learning
emergency department
risk assessment
neural network