Deep learning to convert unstructured CT pulmonary angiography reports into structured reports.

Adam SpandorferCody BranchPuneet SharmaPooyan SahbaeeU Joseph SchoepfJames G RavenelJohn W Nance

Published in: European radiology experimental (2019)

This algorithm showed high accuracy in converting free-text findings into structured reports, which could improve communication between radiologists and clinicians without loss of productivity and provide more structured data for research/data mining applications.

Keyphrases

deep learning
adverse drug
electronic health record
artificial intelligence
computed tomography
big data
machine learning
optical coherence tomography
pulmonary hypertension
palliative care
convolutional neural network
emergency department
smoking cessation
pet ct