Integrated Natural Language Processing and Machine Learning Models for Standardizing Radiotherapy Structure Names

Integrated Natural Language Processing and Machine Learning Models for Standardizing Radiotherapy Structure Names

The lack of standardized structure names in radiotherapy (RT) data limits interoperability, data sharing, and the ability to perform big data analysis. To standardize radiotherapy structure names, we developed an integrated natural language processing (NLP) and machine learning (ML) based system tha...

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Bibliographic Details
Main Authors: Khajamoinuddin Syed, William Sleeman IV, Kevin Ivey, Michael Hagan, Jatinder Palta, Rishabh Kapoor, Preetam Ghosh
Format: Article
Language:English
Published: MDPI AG 2020-04-01
Series:Healthcare
Subjects:
radiotherapy structure names
nomenclature standardization
quality assurance
machine learning
natural language processing
text categorization
Online Access:https://www.mdpi.com/2227-9032/8/2/120

Internet

https://www.mdpi.com/2227-9032/8/2/120

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