Insurance claims estimation and fraud detection with optimized deep learning techniques

Abstract Estimation and fraud detection in the case of insurance claims play a cardinal role in the insurance sector. With accurate estimation of insurance claims, insurers can have good risk perceptions and disburse compensation within proper time, while fraud prevention helps deter massive monetar...

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Bibliographic Details

Published in:	Scientific Reports
Main Authors:	P. Anand Kumar, S. Sountharrajan
Format:	Article
Language:	English
Published:	Nature Portfolio 2025-07-01
Subjects:	Insurance claims estimation Fraud detection Deep learning Visual geometry group network (VGG net) Residual network (ResNet) and convolutional neural network (CNN)
Online Access:	https://doi.org/10.1038/s41598-025-12848-0