Cost On Cost Healthcare Prediction
Listing Websites about Cost On Cost Healthcare Prediction
Supervised Learning Methods for Predicting Healthcare Costs: …
(3 days ago) WebCost prediction using cost predictors (cost on cost prediction). Bertsimas et al. 6 provided one of the first evaluations in the area of health cost prediction using supervised learning techniques. They used a combination of medical, demographic and …
https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5977561/
Category: Medical Show Health
Machine-learning-based prediction models for high-need high …
(Just Now) WebHigh-need, high-cost (HNHC) patients—usually defined as those who account for the top 5% of annual healthcare costs—use as much as half of the total …
https://www.nature.com/articles/s41746-020-00354-8
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Multivariable prediction models for health care spending using …
(5 days ago) WebBackground With rising cost pressures on health care systems, machine-learning (ML)-based algorithms are increasingly used to predict health care costs. …
https://diagnprognres.biomedcentral.com/articles/10.1186/s41512-022-00119-9
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Deep learning for prediction of population health costs
(2 days ago) WebBackground Accurate prediction of healthcare costs is important for optimally managing health costs. However, methods leveraging the medical richness …
https://bmcmedinformdecismak.biomedcentral.com/articles/10.1186/s12911-021-01743-z
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Building predictive models of healthcare costs with open …
(2 days ago) WebPrior explorations in healthcare cost prediction include those by Sushmita et al. [9], Bertsimas et al. [10], Cumming et al. [11], Zikos [12] and others [13-17]. Using New York …
https://arxiv.org/pdf/2304.02191
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A cost-aware framework for the development of AI models for …
(Just Now) WebOur first cost-aware prediction task involves acute traumatic coagulopathy (ATC) in our trauma dataset—14,000 emergency room visits and 46 features from the …
https://www.nature.com/articles/s41551-022-00872-8
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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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Algorithmic Prediction of Health-Care Costs
(3 days ago) Web800,000 members over three years to provide predictions of health-care costs in the third year by applying data-mining methods to medical and cost data from the first two years. …
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Prediction Models for Future High-Need High-Cost Healthcare …
(Just Now) WebThe distribution of healthcare spending is skewed: a majority of expenditure is incurred by a small proportion of patients. 1,2 In part, this is due to appropriate use of …
https://link.springer.com/article/10.1007/s11606-021-07333-z
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Title: Building predictive models of healthcare costs with open
(2 days ago) WebThis requires the data to be made available, and models that can predict healthcare costs for a wide range of patient demographics and conditions. We present …
https://arxiv.org/abs/2304.02191
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Regression models for analyzing costs and their determinants in …
(6 days ago) WebWith reference to these characteristics and particularly to the presence of censoring, several studies in the literature [55, 57] have proposed using survival models …
https://academic.oup.com/intqhc/article/23/3/331/1792904
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Mathematics Free Full-Text Healthcare Cost Prediction Based on
(1 days ago) WebIn healthcare cost prediction, BPnet first learns the feature information of patients in the training dataset, then assigns appropriate weights to each feature variable …
https://www.mdpi.com/2227-7390/11/23/4778
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Predicting the inpatient hospital cost using a machine learning
(9 days ago) WebPurpose. Increasing health-care costs are a major concern, especially in the USA. The purpose of this paper is to predict the hospital charges of a patient before …
https://www.emerald.com/insight/content/doi/10.1108/IJIS-09-2020-0175/full/html
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Population Cost Prediction on Public Healthcare Datasets
(8 days ago) WebHealthcare cost prediction is a challenging problem from the data mining perspective as well. It is well recognized that statistical analysis of healthcare cost data poses a num …
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Estimation and Prediction of Hospitalization and Medical Care …
(5 days ago) Webpredicting health care costs and utilization,” Medical Care Prediction of the cost of the care system delivered by governmental or non-governmental …
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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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A data-driven combined prediction method for the demand for …
(8 days ago) WebThis study estimates the demand for ICU healthcare resources based on an accurate prediction of the surge in the number of critically ill patients in the short term. …
https://bmchealthservres.biomedcentral.com/articles/10.1186/s12913-024-10955-8
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HEALTH INSURANCE COST PREDICTION USING MACHINE …
(3 days ago) Webgeography, our study seeks to offer individuals a general sense of the costs they may incur for health insurance. The medical cost trend, projected to be 7.0% year on year in 2024, …
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Health Care Cost Prediction w/ Linear Regression Kaggle
(4 days ago) WebExplore and run machine learning code with Kaggle Notebooks Using data from Medical Cost Personal Datasets
https://www.kaggle.com/code/ruslankl/health-care-cost-prediction-w-linear-regression
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The Promise for Reducing Healthcare Cost with Predictive Model: …
(3 days ago) WebThe recent research in readmission model is focused on making its prediction more accurate. As cost-saving improvements through artificial intelligent …
https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8577942/
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Smoking bans are coming: what does the evidence say? - Nature
(Just Now) WebThat model suggests that, by 2075, the policy would save tens of thousands of lives and £11 billion ($13.7 billion) in health-care costs by preventing smoking-related …
https://www.nature.com/articles/d41586-024-00472-3
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