Natural Language Processing-Based Deep Learning to Predict the Loss of Consciousness Event Using Emergency Department Text Records

The increasing adoption of electronic medical records (EMRs) presents a unique opportunity to enhance trauma care through data-driven insights. However, extracting meaningful and actionable information from unstructured clinical text remains a significant challenge. Addressing this gap, this study f...

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Bibliographic Details

Published in:	Applied Sciences
Main Authors:	Hang A. Park, Inyeop Jeon, Seung-Ho Shin, Soo Young Seo, Jae Jun Lee, Chulho Kim, Ju Ok Park
Format:	Article
Language:	English
Published:	MDPI AG 2024-12-01
Subjects:	natural language processing text mining deep learning emergency departments clinical decision support
Online Access:	https://www.mdpi.com/2076-3417/14/23/11399