TraumaICD Bidirectional Encoder Representation From Transformers: A Natural Language Processing Algorithm to Extract Injury International Classification of Diseases, 10th Edition Diagnosis Code From Free Text

To develop and validate TraumaICDBERT, a natural language processing algorithm to predict injury International Classification of Diseases, 10th edition (ICD-10) diagnosis codes from trauma tertiary survey notes. The adoption of ICD-10 diagnosis codes in clinical settings for injury prediction is hin...

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Bibliographic Details

Published in:	Annals of surgery Vol. 280; no. 1; p. 150
Main Authors:	Choi, Jeff, Chen, Yifu, Sivura, Alexander, Vendrow, Edward B, Wang, Jenny, Spain, David A
Format:	Journal Article
Language:	English
Published:	United States 01.07.2024
Subjects:	Algorithms Electronic Health Records Humans International Classification of Diseases Natural Language Processing Wounds and Injuries - classification Wounds and Injuries - diagnosis
ISSN:	1528-1140, 1528-1140
Online Access:	Get more information
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