Automated Medical Coding on MIMIC-III and MIMIC-IV: A Critical Review and Replicability Study-Reference-Cited by-同舟云学术

Automated Medical Coding on MIMIC-III and MIMIC-IV: A Critical Review and Replicability Study

Published:2023-07-18 Issue: Volume: Page:
ISSN:
Container-title:Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval
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Author:

Edin Joakim¹^ORCID,Junge Alexander²^ORCID,Havtorn Jakob D.³^ORCID,Borgholt Lasse⁴^ORCID,Maistro Maria⁵^ORCID,Ruotsalo Tuukka⁶^ORCID,Maaløe Lars³^ORCID

Affiliation:

1. University of Copenhagen & Corti, Copenhagen, Denmark

2. Corti, Copenhagen, Denmark

3. Technical University of Denmark & Corti, Copenhagen, Denmark

4. University of Aalborg & Corti, Copenhagen, Denmark

5. University of Copenhagen, Copenhagen, Denmark

6. University of Copenhagen & University of Helsinki, Copenhagen, Denmark

Funder

Innovation Fund Denmark

Academy of Finland

Publisher

ACM

Link

https://dl.acm.org/doi/pdf/10.1145/3539618.3591918

Reference51 articles.

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2. Improving Medical Code Prediction from Clinical Text via Incorporating Online Knowledge Sources

3. Medical code prediction via capsule networks and ICD knowledge

4. Systematic review of discharge coding accuracy

5. HyperCore: Hyperbolic and Co-graph Representation for Automatic ICD Coding

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