Combining deep neural networks, a rule-based expert system and targeted manual coding for ICD-10 coding causes of death of French death certificates from 2018 to 2019-Reference-Cited by-同舟云学术

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Combining deep neural networks, a rule-based expert system and targeted manual coding for ICD-10 coding causes of death of French death certificates from 2018 to 2019

Published:2024-08 Issue: Volume:188 Page:105462
ISSN:1386-5056
Container-title:International Journal of Medical Informatics
language:en
Short-container-title:International Journal of Medical Informatics

Author:

Zambetta Elisa^ORCID,Razakamanana Nirintsoa,Robert Aude,Clanché François,Rivera Cecilia^ORCID,Martin Diane^ORCID,Hebbache Zina,Flicoteaux Rémi,Coudin Elise

Publisher

Elsevier BV

Reference28 articles.

1. World Health Organization, International Statistical Classification of Diseases and Related Health Problems, 10th revision, 2019. URL: https://icd.who.int/browse10/Content/statichtml/ICD10Volume2_en_2019.pdf [accessed 2023/10/16].

2. European regulation n°223/2009 https://eur-lex.europa.eu/legal-content/EN/TXT/HTML/?uri=CELEX:02009R0223-20150608&from=EN [accessed 2024/03/21].

3. European regulation n°328/2011 https://eur-lex.europa.eu/legal-content/FR/TXT/HTML/?uri=CELEX:32011R0328 [accessed 2024/03/21].

4. Iris Web-site: https://www.bfarm.de/EN/Code-systems/Collaboration-and-projects/Iris-Institute/Iris-software/_node.html [accessed 2024/03/21].

5. Falissard, L., Morgand, C., Ghosn, W., Imbaud, C., Bounebache, K. and Rey, G. Neural translation and automated recognition of ICD-10 medical entities from natural language: Algorithm Development and Validation. JMIR Medical Inform., 10(4), 2022.https://pubmed.ncbi.nlm.nih.gov/35404262/.

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