Health Insurance Claim Prediction
Listing Websites about Health Insurance Claim Prediction
Using massive health insurance claims data to predict very …
(2 days ago) WEB1 Using massive health insurance claims data to predict very high-cost claimants: a machine learning approach Authors: José M. Maisog1¶, Wenhong Li1&, Yanchun Xu1&, Brian Hurley1&, Hetal Shah1&, Ryan Lemberg1&, Tina Borden1&, Stephen …
https://arxiv.org/pdf/1912.13032
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Machine Learning-Based Regression Framework to Predict Health …
(1 days ago) WEBFaster Claim Settlements: The time it takes for health insurance claims to be settled is one of the main difficulties for both policyholders and insurers. This might …
https://www.mdpi.com/1660-4601/19/13/7898
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Machine learning for an explainable cost prediction of medical …
(7 days ago) WEBIn the end, SGB had the highest accuracy at 86 % with an RMSE of 0.340. Medical insurance research has more recently focused on developing models to …
https://www.sciencedirect.com/science/article/pii/S2666827023000695
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Machine-learning-based prediction models for high-need high …
(Just Now) WEBOur prediction models for HNHC patients combining clinical data from the national screening program with claims data showed a c-statistics of 0.84 (95%CI, …
https://www.nature.com/articles/s41746-020-00354-8
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Using massive health insurance claims data to predict …
(7 days ago) WEBUsing health insurance claims from 48 million people and augmented with census data, we applied machine learning to train binary classification models to calculate the personal risk of HiCC.
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Deep learning for prediction of population health costs
(2 days ago) WEBAccurate prediction of healthcare costs is important for optimally managing health costs. However, methods leveraging the medical richness from data such as …
https://bmcmedinformdecismak.biomedcentral.com/articles/10.1186/s12911-021-01743-z
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Health Insurance Cost Prediction using Machine Learning IEEE
(5 days ago) WEBThis paper represents a machine learning-based health insurance prediction system. Recently, many attempts have been made to solve this problem, as after Covid-19 …
https://ieeexplore.ieee.org/document/9824201/
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Using massive health insurance claims data to predict very high …
(2 days ago) WEBUsing health insurance claims from 48 million people and augmented with census data, we applied machine learning to train binary classification models to …
https://arxiv.org/abs/1912.13032
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Empirical Analysis of Predictive Models For Insurance Claim
(6 days ago) WEBIn this paper, a framework is proposed to assist in predicting the health insurance claim. Several theories have demonstrated that health insurance claim prediction may be …
https://ieeexplore.ieee.org/document/10093335/
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The application of machine learning to predict high …
(3 days ago) WEBOur aim was to predict future high-cost patients with machine learning using healthcare claims data. We applied a random forest (RF), a gradient boosting machine (GBM), an artificial neural …
https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0279540
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Key considerations when using health insurance claims data in …
(3 days ago) WEBHealth claims have become a popular source of data for healthcare analytics, with numerous applications ranging from disease burden estimation and policy …
https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7738306/
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Machine Learning-Based Regression Framework to Predict …
(Just Now) WEBPublic Health 2022, 19, x FOR PEER REVIEW. 4 of 16. The authors trained an ANN-based regression model to predict health insurance pre-miums. The model …
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HEALTH CLAIM INSURANCE PREDICTION USING SUPPORT …
(6 days ago) WEBThe number of claims plays an important role the profit achievement of health insurance companies. Prediction of the number of claims could give the …
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Anomaly rolls out AI tech to predict insurance claims denials
(6 days ago) WEBStartup Anomaly rolls out AI tech to help predict potential insurance claims denials. According to a 2019 report published in JAMA, such payment errors make up …
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Use of responsible artificial intelligence to predict health insurance
(8 days ago) WEBResults: The findings demonstrate that the XGBoost and RF models outperformed the other algorithms, displaying the highest R-squared values of 79% and …
https://www.explorationpub.com/Journals/edht/Article/10119
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Machine Learning-Based Regression Framework to Predict Health …
(3 days ago) WEBFaster Claim Settlements: The time it takes for health insurance claims to be settled is one of the main difficulties for both policyholders and insurers. This might …
https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9265373/
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Health Insurance Claim Prediction Using Artificial Neural Networks
(7 days ago) WEBreached 99.89% whereas the accuracy of the prediction using the ANN was about 97.34%. Liou, Tang, and Chen (2008) looked at the usage of ar tificial neural …
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Health Insurance Claim Prediction Using Artificial Neural Networks
(8 days ago) WEBHealth Insurance Claim Prediction Using Artificial Neural Networks: 10.4018/IJSDA.2020070103: A number of numerical practices exist that actuaries use to …
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SayamAlt/Health-Insurance-Claim-Prediction - GitHub
(1 days ago) WEBSayamAlt / Health-Insurance-Claim-Prediction Public. Notifications Fork 0; Star 3. Successfully established a machine learning model which can estimate the net health …
https://github.com/SayamAlt/Health-Insurance-Claim-Prediction
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Health Insurance Claim Prediction Using Artificial Neural Networks
(8 days ago) WEBIn conclusion, the artificial neural network model that was implemented proved to be an effective tool for forecasting the anticipated annual medical claims for BSP Life. …
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Medical Insurance Price Prediction using Machine Learning – Python
(5 days ago) WEBMedical Insurance Price Prediction using Machine Learning in Python. In this article, we will try to extract some insights from a dataset that contains details about …
https://www.geeksforgeeks.org/medical-insurance-price-prediction-using-machine-learning-python/
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Sample Insurance Claim Prediction Dataset Kaggle
(2 days ago) WEBIf the issue persists, it's likely a problem on our side. Kaggle is the world’s largest data science community with powerful tools and resources to help you achieve your data …
https://www.kaggle.com/datasets/easonlai/sample-insurance-claim-prediction-dataset
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Climate change a ‘significant’ risk to health, insurers warn
(3 days ago) WEBWith health insurance claims generally on the rise in developed markets, climate-related claims could “have sneaked in already”, she points out. Madeleine …
https://www.ft.com/content/517dbcae-36ff-4001-a6c1-b2470c51d351
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US weekly jobless claims highest in more than eight months as …
(9 days ago) WEBThe weekly jobless claims report from the Labor Department on Thursday, the most timely data on the economy's health, followed news last week that the economy …
https://www.reuters.com/markets/us/us-weekly-jobless-claims-increase-more-than-expected-2024-05-09/
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Ford Focus Car Insurance Cost 2024 – Forbes Advisor
(5 days ago) WEBFord Focus Insurance Rates by Company By getting car insurance quotes from a variety of insurers, Ford Focus owners can potentially save hundreds of dollars …
https://www.forbes.com/advisor/car-insurance/vehicles/ford/focus/
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