Labeling for Big Data in radiation oncology: The Radiation Oncology Structures ontology.

Jean Emmanuel BibaultEric ZapletalBastien RancePhilippe GiraudAnita Burgun

Published in: PloS one (2018)

In this study we describe a new ontology, specific to radiation oncology, that reports all anatomical and treatment planning structures that can be delineated. This ontology will be used to integrate dosimetric data in the Assistance Publique-Hôpitaux de Paris CDW that stores data from 6.5 million patients (as of February 2017).

Keyphrases

big data
artificial intelligence
machine learning
end stage renal disease
ejection fraction
newly diagnosed
electronic health record
chronic kidney disease
high resolution
radiation therapy
prognostic factors
emergency department
adverse drug