Natural Language Processing for Imaging Protocol Assignment: Machine Learning for Multiclass Classification of Abdominal CT Protocols Using Indication Text Data

A correct protocol assignment is critical to high-quality imaging examinations, and its automation can be amenable to natural language processing (NLP). Assigning protocols for abdominal imaging CT scans is particularly challenging given the multiple organ specific indications and parameters. We com...

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Detalles Bibliográficos
Autores principales: Xavier, Brian Arun, Chen, Po-Hao
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer International Publishing 2022
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9582109/
https://www.ncbi.nlm.nih.gov/pubmed/35654878
http://dx.doi.org/10.1007/s10278-022-00633-8

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9582109/
https://www.ncbi.nlm.nih.gov/pubmed/35654878
http://dx.doi.org/10.1007/s10278-022-00633-8

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