Structured report data can be used to develop deep learning algorithms: a proof of concept in ankle radiographs.

Daniel Pinto Dos SantosSebastian BrodehlBettina BaeßlerGordon ArnholdThomas DratschSeung-Hun ChonPeter MildenbergerFlorian Jungmann

Published in: Insights into imaging (2019)

We demonstrate that data obtained from structured reports written in clinical routine can be used to successfully train deep learning algorithms. This highlights the potential role of structured reporting for the future of radiology, especially in the context of deep learning.

Keyphrases

deep learning
artificial intelligence
big data
machine learning
convolutional neural network
electronic health record
adverse drug
clinical practice
data analysis
current status
high speed
mass spectrometry