Fraud Detection in Health Insurance Claims Based on Artificial Intelligence (AI)

Journal Title: Engineering and Technology Journal - Year 2025, Vol 10, Issue 02

Abstract

Fraud in health insurance claims has become a significant problem affecting the provision of healthcare globally. In addition to the financial losses incurred, patients who actually need medical treatment also suffer. This is because healthcare providers are not paid on time, as a result of delays in the manual scrutiny of their claims. Health insurance claim fraud is perpetrated through service providers, insurance customers, and insurance companies. The need for the development of a decision support system (DSS) for accurate claims processing that can automatically detect fraud is urgently needed. The purpose of this research is to create a machine learning model that can detect fraud in health insurance claims based on artificial intelligence (AI). The method used is Deep Learning. The accuracy obtained is an accuracy of 86%.

Authors and Affiliations

Aditya Kurniawan , Sri Widodo , Joni Maulindar,

Keywords

Related Articles

Optimization of Elaeis Guineensis Shell Ash Nanoparticles for Gas Turbine Blade Coating

The nanoparticles of elaeis guineensis (oil palm) kernel shell ash was developed into recipe for the fabrication of composite coatings on gas turbine blades, with electrodeposition technique employed. To prepare the elec...

Elements of Delays in Construction Management of DPWH Aurora District Engineering Office

The Department of Public Works and Highways Department is the engineering and construction arm of the government, whose primary role is to constantly innovate in order to meet the best standards of competence when buildi...

Artificial Intelligence Based Essay Grading System

There are quite a number of challenges faced by teaching staff which if ameliorated can help reduce the quality of time spent on monotonous task associated with students essays grading More so, these days in Nigeria and...

EMOTIONAL INTELLIGENCE EVALUATION OF TECNOLÓGICO NACIONAL DE MÉXICO CAMPUS TEPEACA’ STUDENTS

Emotional intelligence (EI) has long been treated as a skill. Almost all researchers claim that this ability promotes emotional and intellectual growth. The questionnaire was randomly applied to 400 students at the Natio...

ADDITIVE MANUFACTURING COST MINIMIZATION TECHNIQUES: SUCCESSES, CHALLENGES AND FUTURE GROWTH IN SUPPLY CHAIN MANAGEMENT

The competiveness in manufacturing, coupled with the need to reduce cost and manufacture of smaller or fewer, sometimes complex components has accelerated the growth of additive manufacturing in recent years. However,the...

Download PDF file
  • EP ID EP758450
  • DOI 10.47191/etj/v10i02.01
  • Views 45
  • Downloads 0

How To Cite

Aditya Kurniawan, Sri Widodo, Joni Maulindar, (2025). Fraud Detection in Health Insurance Claims Based on Artificial Intelligence (AI). Engineering and Technology Journal, 10(02), -. https://europub.co.uk/articles/-A-758450