Health insurance fraud detection by using an attributed heterogeneous information network with a hierarchical attention mechanism

Abstract Background With the rapid growth of healthcare services, health insurance fraud detection has become an important measure to ensure efficient use of public funds. Traditional fraud detection methods have tended to focus on the attributes of a single visit and have ignored the behavioural re...

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Bibliographic Details
Main Authors: Jiangtao Lu, Kaibiao Lin, Ruicong Chen, Min Lin, Xin Chen, Ping Lu
Format: Article
Language:English
Published: BMC 2023-04-01
Series:BMC Medical Informatics and Decision Making
Subjects:
Online Access:https://doi.org/10.1186/s12911-023-02152-0