Hyperbolic graph convolutional neural network with contrastive learning for automated ICD coding

The International Classification of Diseases (ICD) is a widely used criterion for disease classification, health monitoring, and medical data analysis. Deep learning-based automated ICD coding has gained attention due to the time-consuming and costly nature of manual coding. The main challenges of a...
Ausführliche Beschreibung

Gespeichert in:
Autor*in:

Wu, Yuzhou [verfasserIn]

Chen, Xuechen [verfasserIn]

Yao, Xin [verfasserIn]

Yu, Yongang [verfasserIn]

Chen, Zhigang [verfasserIn]

Format:

E-Artikel

Sprache:

Englisch

Erschienen:

2023

Schlagwörter:

International classification of diseases

Automatic ICD coding

Code hierarchy

Contrastive learning

Imbalanced label distribution

Übergeordnetes Werk:

Enthalten in: Computers in biology and medicine - Amsterdam [u.a.] : Elsevier Science, 1970, 168

Übergeordnetes Werk:

volume:168

DOI / URN:

10.1016/j.compbiomed.2023.107797

Katalog-ID:

ELV066414091

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