Health Insurance Regression Models
Listing Websites about Health Insurance Regression Models
Machine Learning-Based Regression Framework to …
(3 days ago) WEBForecasting health insurance premiums is still a topic that has to be researched and addressed in the healthcare business. In this study, the authors trained …
https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9265373/
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Medical Insurance Premium Prediction Using Regression …
(1 days ago) WEBsystems. Forecasting health insurance premiums is still a topic that has to be researched and addressed in the healthcare business. In this study, the authors trained an ANN …
https://ijrti.org/papers/IJRTI2304248.pdf
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Health Insurance Cost Prediction Using Regression …
(4 days ago) WEBIndia's government spends 1.5 percent of its annual GDP on public healthcare, which is significantly less than that of other countries. Global public health spending, on the other …
https://ieeexplore.ieee.org/document/9850653
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Health Insurance Cost Prediction using Machine Learning …
(4 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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Predict Health Insurance Cost by using Machine Learning …
(2 days ago) WEBRetrieval Number: 100.1/i jitee.C8364011032 1. DOI: 10.35940/ijitee.C83 64. 0110321. Abstract Insurance is a policy that eliminates or decreases loss. costs occurred by various risks. Various
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Health Insurance Cost Prediction Using Regression Machine …
(5 days ago) WEBKeywords— Machine Learning, Regression Models, Linear Regression, Support Vector Regression, Random Forest Regression and Gradient Boosting Regression. 1. …
https://www.ijfmr.com/papers/2023/4/17139.pdf
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Hybrid Regression Model for Medical Insurance Cost …
(4 days ago) WEBAbstract: As the global value of gross insurance premiums continues to rise beyond $5 trillion, we know that the majority of these costs are avoidable. The cost prediction of …
https://ieeexplore.ieee.org/document/9719393
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Supervised Learning Methods for Predicting Healthcare …
(3 days ago) WEBWe used a health insurance data set to directly compare the performance of cost on cost prediction approaches identified in the literature, as well as other state-of …
https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5977561/
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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 Regression …
(7 days ago) WEB978-1-6654-9602-5/22/$31.00 ©2022 IEEE 168. Health Insurance Cost Prediction Using Regressi on. Models. Abstract: India's government spends 1.5 percent of its annual. GDP on public healthcare, w
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Machine Learning-Based Regression Framework to Predict Health …
(1 days ago) WEBInsurance businesses use ML to provide clients with accurate, quick, and efficient health insurance coverage. This research trained and evaluated an artificial …
https://pubmed.ncbi.nlm.nih.gov/35805557/
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Health Insurance Price Predict (Linear Regression) Kaggle
(2 days ago) WEBExplore and run machine learning code with Kaggle Notebooks Using data from Health Insurance dataset. code. New Notebook. table_chart. New Dataset. tenancy. New …
https://www.kaggle.com/code/shubhamptrivedi/health-insurance-price-predict-linear-regression
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Predict Health Insurance Cost by using Machine Learning and …
(1 days ago) WEBThis paper offers the best approach to the Stochastic Gradient Boosting model with an MAE value of 0.17448, RMSE value of 0.38018and R -squared value of 85.8295. …
https://www.ijitee.org/wp-content/uploads/papers/v10i3/C83640110321.pdf
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Linear and Ensembling Regression Based Health Cost Insurance
(2 days ago) WEBThe health insurance is an important big eye-openers during the emergency need during accidents and disease pandemic situations. >0.05 as 0.14 and does not …
https://link.springer.com/chapter/10.1007/978-981-16-1502-3_49
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Predicting Medical Insurance costs — Machine Learning
(Just Now) WEBLet’s now begin to train our regression model by following below steps. Step 1: First we will split our data into ‘X’ array that contains the features and a ‘y’ array …
https://medium.com/analytics-vidhya/predicting-medical-insurance-costs-machine-learning-e1e4e7c4e8ed
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Machine Learning-Based Regression Model to Predict Health …
(5 days ago) WEBCosts of health insurance throughout the globe have increased critically in recent times. The increased trend results in the requirement of quick decision-making while providing …
https://ieeexplore.ieee.org/document/10295226
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Health insurance risk classification using multinomial logistic …
(6 days ago) WEBRegression and statistical models were employed, and Random Forest emerged as the most effective model, followed by Support Vector Machine. The use of ML in health …
https://www.ijceds.com/ijceds/article/download/54/26/270
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MEDICAL HEALTH INSURANCE PRICE PREDICTION
(5 days ago) WEBpresents the ML Health Insurance Prediction System (MLHIPS), aimed at aiding insurance companies in accurately predicting insurance costs in real-time. By analyzing past …
https://www.ijnrd.org/papers/IJNRD2404463.pdf
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HEALTH INSURANCE COST PREDICTION USING MACHINE …
(3 days ago) WEBincluding machine learning (ML), to determine insurance premiums. The goal of the study is to predict health insurance costs using ML regression models, specifically multiple …
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Machine Learning-Based Regression Framework to Predict Health …
(1 days ago) WEBForecasting health insurance premiums is still a topic that has to be researched and addressed in the healthcare business. In this study, the authors trained …
https://www.mdpi.com/1660-4601/19/13/7898
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The Employer-Based Health Insurance Model Is About To Change …
(7 days ago) WEBBig implications for the group health insurance model Individual coverage health reimbursement arrangements have been around since 2020. Ultimately, ICHRA’s …
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What Are the Common Healthcare Reimbursement Models for …
(4 days ago) WEBIf you're worried about the cost of care for your employees, you're not alone. For small employers, in particular, it's hard to find affordable health insurance.According …
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Economic Evaluation of HLA-B*15:02 Genotyping for Asian …
(8 days ago) WEBFindings In this economic evaluation of Asian Australian patients with epilepsy that used decision analytic and Markov models, pretreatment HLA-B*15:02 genotyping …
https://jamanetwork.com/journals/jamadermatology/fullarticle/2818474
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Health Insurance Premium Prediction using XGboost Regressor
(4 days ago) WEBIt is possible to estimate an individual's health insurance costs based on the level of emergency department treatment they receive depending on the type of health …
https://ieeexplore.ieee.org/document/9793258
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North Jersey woman identified as one of two killed in Maine
(5 days ago) WEBChristina Chung, 57, of Livingston NJ was a passenger in the single-engine plane when it crashed at a Maine airport, killing Chung and the pilot.
https://www.yahoo.com/news/north-jersey-woman-identified-one-153945920.html
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Regression based machine learning models for forecasting …
(Just Now) WEBAbstractPreterm birth (PTB) is a significant health issue, leading to neonatal mortality and morbidity worldwide. In this study, three different regression-based …
https://dl.acm.org/doi/10.1016/j.procs.2024.04.079
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