Category Classification for Lung Computed Tomography of COVID-19 by Natural Language Processing in Japanese Radiology Report

Category Classification for Lung Computed Tomography of COVID-19 by Natural Language Processing in Japanese Radiology Report

Purpose: We screened patients admitted for coronavirus disease 2019 (COVID-19) via lung computed tomography (CT) using our own five-level categorization of imaging findings. We postulated that natural language processing (NLP) and machine learning (ML) could predict categorization using Japanese rad...

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Bibliographic Details
Main Authors: Kazufumi Suzuki, Yurie Shirai, Tomohiro Kawaji, Shuji Sakai
Format: Article
Language:English
Published: Society of Tokyo Women's Medical University 2023-12-01
Series:Tokyo Women's Medical University Journal
Subjects:
computed tomography
covid-19
machine learning
natural language processing
Online Access:https://www.jstage.jst.go.jp/article/twmuj/7/0/7_2023010/_pdf/-char/en

Internet

https://www.jstage.jst.go.jp/article/twmuj/7/0/7_2023010/_pdf/-char/en

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