Automatic ICD-10 coding: Deep semantic matching based on analogical reasoning

Automatic ICD-10 coding: Deep semantic matching based on analogical reasoning

Background: ICD-10 has been widely used in statistical analysis of mortality rates and medical reimbursement. Automatic ICD-10 coding is desperately needed because manually assigning codes is expensive, time-consuming, and labor-intensive. Diagnoses described in medical records differ significantly...

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Bibliographic Details
Main Authors:	Yani Chen, Han Chen, Xudong Lu, Huilong Duan, Shilin He, Jiye An
Format:	Article
Language:	English
Published:	Elsevier 2023-04-01
Series:	Heliyon
Subjects:	Automatic coding ICD-10 Semantic matching Analogical reasoning
Online Access:	http://www.sciencedirect.com/science/article/pii/S2405844023027779

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