Machine Learning Health Insurance Prediction

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Machine Learning-Based Regression Framework to Predict Health …

(3 days ago) WEBThe impact of machine learning on health insurance will save time and money for both policyholders and insurers. AI will handle repetitive activities, allowing insurance experts to focus on processes that will improve the policyholder’s experience. …

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9265373/

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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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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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Predicting Health Insurance Charges with Machine …

(6 days ago) WEBHealth insurance benefits or payments are obtained after the insured or health care provider submits a claim to their insurer. Change Healthcare found there were $3 trillion dollars of medical insurance …

https://pub.towardsai.net/predicting-health-insurance-charges-with-machine-learning-313963dbb904

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Health Insurance Cost Prediction by Using Machine Learning - SSRN

(9 days ago) WEBThe Random Forest Regression algorithm will be used in machine learning to forecast the cost of medical care. We also intend to test experiments using different …

https://papers.ssrn.com/sol3/papers.cfm?abstract_id=4366801

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Medical Insurance Premium Prediction with Machine Learning

(2 days ago) WEBAbout this Guided Project. In this 1-hour long project-based course, you will learn how to predict medical insurance cost with machine learning. The objective of this case study …

https://www.coursera.org/projects/medical-insurance-premium-prediction-with-machine-learning

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Prediction of Health Insurance Price using Machine Learning …

(6 days ago) WEBIn the realm of health insurance pricing prediction, this research leverages advanced machine learning techniques, including linear regression and neural …

https://ieeexplore.ieee.org/document/10498661/

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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 …

https://mdpi-res.com/d_attachment/ijerph/ijerph-19-07898/article_deploy/ijerph-19-07898.pdf?version=1656388957

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Medical Insurance Cost Prediction Using Machine Learning

(Just Now) WEBMachine learning and predictive modelling are both used to create future predictions based on a set of data. Predictive analytics entails the application of predictive …

https://link.springer.com/content/pdf/10.1007/978-981-19-2538-2_27.pdf

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An Efficient Health Insurance Prediction System using Machine …

(6 days ago) WEBPredicting health insurance costs early can assist in determining the appropriate coverage amount and identifying potential benefits. ML can improve the efficiency of insurance …

https://ieeexplore.ieee.org/document/10465334/

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Linear and Ensembling Regression Based Health Cost Insurance …

(2 days ago) WEBPredictive machine learning models [] were used to forecast the expenditures, especially for high-cost, high-need (HCHN) patients.It demonstrates …

https://link.springer.com/chapter/10.1007/978-981-16-1502-3_49

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Medical Insurance Cost Prediction Using Machine Learning

(2 days ago) WEBAbstract. Medical Insurance cost prediction is prime distress. A Medical Insurance company can only make money if it collects quite it spends on the medical aid of its …

https://link.springer.com/chapter/10.1007/978-981-19-2538-2_27

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Machine Learning-Based Regression Framework to Predict Health …

(1 days ago) WEBThis research trained and evaluated an artificial intelligence network-based regression-based model to predict health insurance premiums. The authors predicted …

https://pubmed.ncbi.nlm.nih.gov/35805557/

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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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Using AI And Machine Learning To Improve The Health Insurance …

(2 days ago) WEBIn the past decade, health insurance companies have been looking to artificial intelligence (AI) and machine learning to identify at-risk individuals and reduce …

https://www.forbes.com/sites/forbesbusinesscouncil/2022/01/10/using-ai-and-machine-learning-to-improve-the-health-insurance-process/

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Healthcare predictive analytics using machine learning and deep

(6 days ago) WEBHealthcare prediction has been a significant factor in saving lives in recent years. In the domain of health care, there is a rapid development of intelligent systems …

https://jesit.springeropen.com/articles/10.1186/s43067-023-00108-y

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HEALTH INSURANCE COST PREDICTION USING MACHINE …

(3 days ago) WEBHEALTH INSURANCE COST PREDICTION USING MACHINE LEARNING Sakshi Mishra*1, Ritwik Kapoor*2, Yukti*3, Mahesh G*4 Health Insurance Prediction …

https://www.irjmets.com/uploadedfiles/paper/issue_2_february_2024/49200/final/fin_irjmets1707496442.pdf

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Health Insurance Premium Prediction with Machine Learning

(1 days ago) WEBThe premium amount of a health insurance policy depends on person to person as many factors affect the premium amount of a health insurance policy. I hope …

https://thecleverprogrammer.com/2021/10/26/health-insurance-premium-prediction-with-machine-learning/

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The Potential For Bias In Machine Learning And Opportunities For …

(Just Now) WEBThe amount of data collected about health care in the United States is enormous 1 and continues to grow rapidly. Machine learning has become embedded in …

https://www.healthaffairs.org/doi/10.1377/hlthaff.2021.01287

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Health Insurance Cost Prediction using Machine Learning …

(5 days ago) WEBIn this study, health insurance cost is predicted by Machine Learning algorithms such as Multinomial Logistic Regression and Random Forest. Comparing the …

https://ieeexplore.ieee.org/document/9936153/

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Machine Learning on Insurance Premium Prediction

(6 days ago) WEBAn, S. Ryu, and J. Kim, “Development and Evaluation of Machine Learning-Based High-Cost Prediction Model Using Health Check-Up Data by the National Health Insurance …

https://dl.acm.org/doi/10.1145/3605423.3605450

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CVS warns it could lose up to 10% of its members next year

(Just Now) WEBStarting in 2023 and into 2025, core utilization trends are projected to remain higher than CVS is accustomed to seeing pre-pandemic, limiting growth potential to no …

https://www.fiercehealthcare.com/ai-and-machine-learning/bofa-cvs-warns-it-could-lose-10-its-members-next-year

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Machine Learning-Based Regression Framework to Predict Health …

(1 days ago) WEBThe impact of machine learning on health insurance will save time and money for both policyholders and insurers. AI will handle repetitive activities, allowing …

https://www.mdpi.com/1660-4601/19/13/7898

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International Classification of Diseases Prediction from MIMIIC-III

(7 days ago) WEBThe International Classification of Diseases (ICD) serves as a widely employed framework for assigning diagnosis codes to electronic health records of …

https://www.mdpi.com/2504-2289/8/5/47

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Machine Learning for Prediction of Childhood Mental Health …

(8 days ago) WEBThe incidence and prevalence of childhood mental health problems are increasing in the UK, with a recent report placing the prevalence at approximately 16% …

https://www.medrxiv.org/content/10.1101/2024.05.03.24306756.full.pdf

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Machine learning prediction of health risk and spatial dependence …

(7 days ago) WEB@article{Xia2024MachineLP, title={Machine learning prediction of health risk and spatial dependence of geogenic contaminated groundwater from the Hetao …

https://www.semanticscholar.org/paper/Machine-learning-prediction-of-health-risk-and-of-Xia-Zhao/6ef388f7a391d7ffdbae66f2eab3b4bfaddbe6d4

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Efficient clinical data analysis for prediction of coal workers

(1 days ago) WEBPurpose: The purpose of this study is to propose an efficient coal workers' pneumoconiosis (CWP) clinical prediction system and put it into clinical use for clinical diagnosis of …

https://pubmed.ncbi.nlm.nih.gov/37380332/

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Health Insurance Cost Prediction Using Regression Models

(5 days ago) WEBThe health insurance system explores predictive modeling to boost its business operations and services. Computer algorithms and Machine Learning (ML) is used to study and …

https://ieeexplore.ieee.org/document/9850653/

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Prediction and interpretation of antibiotic-resistance genes …

(2 days ago) WEBAntibiotic-resistant bacteria and antibiotic resistance genes (ARGs) are pollutants of worldwide concern that seriously threaten public health and ecosystems. Machine …

https://ui.adsabs.harvard.edu/abs/2023JEnvM.32816969I/abstract

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Remote sensing-based prediction of organic carbon in agricultural …

(2 days ago) WEBIt is important to keep soil organic carbon (SOC) in balance to ensure soil health and quality. In this manner, mining activities have crucial impacts on SOC stocks, especially …

https://ui.adsabs.harvard.edu/abs/2024JEnvM.35220107Z/abstract

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