Combining transformer-based model and GCN to predict ICD codes from clinical records-Reference-Cited by-同舟云学术

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Combining transformer-based model and GCN to predict ICD codes from clinical records

Published:2023-12 Issue: Volume:282 Page:111113
ISSN:0950-7051
Container-title:Knowledge-Based Systems
language:en
Short-container-title:Knowledge-Based Systems

Author:

Lu Pengli,Xue Jingjin^ORCID

Funder

National Natural Science Foundation of China

Natural Science Foundation of Gansu Province

Publisher

Elsevier BV

Subject

Artificial Intelligence,Information Systems and Management,Management Information Systems,Software

Reference34 articles.

1. The international classification of diseases: ninth revision (ICD-9);Slee,1978

2. Consultant report-natural language processing in the health care industry;Lang,2007

3. International statistical classification of diseases and related health problems. Tenth revision;Brämer;World Health Statist. Q. Rapport Trimestriel Statist. Sanit. Mondiales,1988

4. Application of quality control circle in ICD coding of medical records;Wang;Chin. Med. Rec. Engl. Ed.,2013

5. Automated ICD coding via unsupervised knowledge integration (UNITE);Sonabend;Int. J. Med. Inform.,2020

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1. A Unified Review of Deep Learning for Automated Medical Coding;ACM Computing Surveys;2024-05-17

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