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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Detalles Bibliográficos
Autores principales: Syed, Khajamoinuddin, Sleeman IV, William, Ivey, Kevin, Hagan, Michael, Palta, Jatinder, Kapoor, Rishabh, Ghosh, Preetam
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2020
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7348919/
https://www.ncbi.nlm.nih.gov/pubmed/32365973
http://dx.doi.org/10.3390/healthcare8020120

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7348919/
https://www.ncbi.nlm.nih.gov/pubmed/32365973
http://dx.doi.org/10.3390/healthcare8020120

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