AI Medical Compendium Journal:
The European journal of health economics : HEPAC : health economics in prevention and care

Showing 1 to 3 of 3 articles

Risk adjustment for regional healthcare funding allocations with ensemble methods: an empirical study and interpretation.

The European journal of health economics : HEPAC : health economics in prevention and care Jan 3, 2024
We experiment with recent ensemble machine learning methods in estimating healthcare costs, utilizing Finnish data containing rich individual-level information on healthcare costs, socioeconomic status and diagnostic data from multiple registries. Ou...
Humans Machine Learning Female Male Socioeconomic Factors Linear Models Risk Adjustment Health Care Costs Finland Empirical Research
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Using machine learning to estimate health spillover effects.

The European journal of health economics : HEPAC : health economics in prevention and care Aug 6, 2023
We develop a nonparametric model to study health spillover effects of policy interventions. We use double/debiased machine learning to estimate the model using data from 74 hospitals in Rio de Janeiro, Brazil, and examine cross-patient spillover effe...
Humans Machine Learning Pandemics COVID-19 Intensive Care Units SARS-CoV-2 Brazil Length of Stay Hospital Mortality
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Machine learning versus regression modelling in predicting individual healthcare costs from a representative sample of the nationwide claims database in France.

The European journal of health economics : HEPAC : health economics in prevention and care Aug 9, 2021
BACKGROUND: Innovative provider payment methods that avoid adverse selection and reward performance require accurate prediction of healthcare costs based on individual risk adjustment. Our objective was to compare the performances of a simple neural ...
Humans Machine Learning Databases, Factual Health Services Linear Models Health Care Costs
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