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Application of neural networks to detection of medical fraud
- https://www.sciencedirect.com/science/article/pii/S0957417497000456
- This method follows the two-class neural network classification of medical practice profiles developed at the Health Insurance Commission in 1990. A technique based on the probabilistic interpretation of the output of the neural network was used to see if it …
Medicare fraud detection using neural networks | Journal …
- https://journalofbigdata.springeropen.com/articles/10.1186/s40537-019-0225-0
- Neural networks are evaluated on a 20% holdout test set, and results are reported using the area under the receiver operating characteristic curve (AUC). Results …
Application of neural networks to detection of medical …
- https://www.sciencedirect.com/science/article/abs/pii/S0957417497000456
- Feature engineering to detect fraud using healthcare claims data 2022, Expert Systems with Applications Show abstract Predictive and adaptive Drift Analysis …
Medical Fraud and Abuse Detection System Based on …
- https://pubmed.ncbi.nlm.nih.gov/33027884/
- Abstract. It is estimated that approximately 10% of healthcare system expenditures are wasted due to medical fraud and abuse. In the medical area, the …
Application of neural networks to detection of medical fraud
- https://www.semanticscholar.org/paper/Application-of-neural-networks-to-detection-of-He-Wang/f14b0b7b1f112cf338f8cfbed5617cf59b78c56d
- The application of data mining to a real industrial problem through the implementation of an automatic fraud detection system changed the original non …
(PDF) Medicare fraud detection using …
- https://www.researchgate.net/publication/334555225_Medicare_fraud_detection_using_neural_networks
- With a minority class size of 0.03% and an opportunity to improve existing results, we use the Medicare fraud detection task to compare six deep learning methods designed to address the class...
(PDF) Neural Network in Fraud Detection - ResearchGate
- https://www.researchgate.net/publication/345260528_Neural_Network_in_Fraud_Detection
- The purpose of the paper is to test the use of artificial neural networks (ANNs) as a tool in fraud detection. Utilizing exogenous and endogenous factors as …
Fraud and Anomaly Detection with …
- https://towardsdatascience.com/fraud-and-anomaly-detection-with-artificial-neural-networks-using-python3-and-tensorflow-44b73d8b1240
- Fraud and Anomaly Detection with Artificial Neural Networks using Python3 and Tensorflow. | by Saleh Alkhalifa | Towards Data Science 500 Apologies, but something went wrong …
Application of neural networks to detection of medical fraud
- https://www.academia.edu/13674059/Application_of_neural_networks_to_detection_of_medical_fraud
- Application of neural networks to detection of medical fraud Warwick Graco 1997 A multi-layer perceptron (MLP) network was trained to classify the practice profiles of a …
Fraud detection using Neural Networks | Kaggle
- https://www.kaggle.com/code/counter/fraud-detection-using-neural-networks
- 12 more_vert Fraud detection using Neural Networks Python · Credit Card Fraud Detection Fraud detection using Neural Networks Notebook Data Logs Comments (0) …
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