ICD Coding

task ID: icdcoding

Related Papers

Analyzing Code Embeddings for Coding Clinical Narratives

Authors: nan

Publication: TIPSTER (2021)

DOI: nan

Medical professionals review clinical narra- tives to assign medical codes as per the Inter- national Classification of Diseases (ICD) for billing and care management. This manual process is inefficient and …...

33779

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

Authors: nan

Publication: TIPSTER (2021)

DOI: nan

AbstractThe ICD coding task aims at assigning codes of the International Classification of Diseases in clinical notes. Since manual coding is very laborious and prone to errors, many methods have …...

8179

Fusion: Towards Automated ICD Coding via Feature Compression

Authors: nan

Publication: TIPSTER (2021)

DOI: nan

ICD coding aims to automatically assign Inter- national Classification of Diseases (ICD) codes from unstructured clinical notes or discharge summaries, which saves human labor and re- duces errors. Although several …...

33999

Modeling Diagnostic Label Correlation for Automatic ICD Coding

Authors: nan

Publication: TIPSTER (2021)

DOI: nan

AbstractGiven the clinical notes written in electronic health records (EHRs), it is challenging to predict the diagnostic codes which is formulated as a multi-label classification task. The large set of …...

21562

Multi-label Diagnosis Classification of Swedish Discharge Summaries – ICD-10 Code Assignment Using KB-BERT

Authors: nan

Publication: TIPSTER (2021)

DOI: nan

AbstractThe International Classification of Diseases (ICD) is a system for systematically recording patients’ diagnoses. Clinicians or professional coders assign ICD codes to patients’ medical records to facilitate funding, research, and …...

20210

TreeMAN: Tree-enhanced Multimodal Attention Network for ICD Coding

Authors: nan

Publication: TIPSTER (2022)

DOI: nan

AbstractICD coding is designed to assign the disease codes to electronic health records (EHRs) upon discharge, which is crucial for billing and clinical statistics. In an attempt to improve the …...

4948