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A review on deep neural networks for ICD coding

  • Published:2022 Issue: Volume: Page:1-1
  • ISSN:1041-4347
  • Container-title:IEEE Transactions on Knowledge and Data Engineering
  • language:
  • Short-container-title:IEEE Trans. Knowl. Data Eng.

Author:

Teng Fei,Liu Yiming,Li Tianrui,Zhang Yi,Li Shuangqing,Zhao Yue

Funder

The Sichuan Science and Technology Program

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

Computational Theory and Mathematics,Computer Science Applications,Information Systems

Reference102 articles.

1. Adversarial attacks against deep learning systems for ICD-9 code assignment;raja,2020

2. Fusion: Towards Automated ICD Coding via Feature Compression

3. Automatic ICD Coding via Interactive Shared Representation Networks with Self-distillation Mechanism

4. Towards automated ICD coding using deep learning;shi;Comput Res Repository,2017

5. Clinical-Coder: Assigning Interpretable ICD-10 Codes to Chinese Clinical Notes

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2. Using clinical text to refine unspecific condition codes in Dutch general practitioner EHR data;International Journal of Medical Informatics;2024-09

3. EXAMINATION OF SUMMARIZED MEDICAL RECORDS FOR ICD CODE CLASSIFICATION VIA BERT;Applied Computer Science;2024-06-30

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

5. Co-Occurrence Graph-Enhanced Hierarchical Prediction of ICD Codes;ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP);2024-04-14
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