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...

Full description

Bibliographic Details
Published in:Journal of Digital Imaging Vol. 35; no. 5; pp. 1120 - 1131
Main Authors: Xavier, Brian Arun, Chen, Po-Hao
Format: research tables/charts Journal Article
Published: Springer Nature Oct2022
Online Access:View this record in EBSCOhost