Machine learning versus regression modelling in predicting individual healthcare costs from a representative sample of the nationwide claims database in France
Alexandre Vimont, Henri Leleu, Isabelle Durand-Zaleski
| Year of publication: |
2022
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|---|---|
| Authors: | Vimont, Alexandre ; Leleu, Henri ; Durand-Zaleski, Isabelle |
| Published in: |
The European journal of health economics. - Berlin : Springer, ISSN 1618-7601, ZDB-ID 2011428-X. - Vol. 23.2022, 2, p. 211-223
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| Subject: | Cost containment | Healthcare costs | Healthcare management | Machine learning | Neural network | Predictive analytics | Random forest | Künstliche Intelligenz | Artificial intelligence | Gesundheitskosten | Health care costs | Prognoseverfahren | Forecasting model | Frankreich | France | Neuronale Netze | Neural networks | Gesundheitswesen | Health care system | Datenbank | Database | Regressionsanalyse | Regression analysis | Gesundheitsversorgung | Health care |
| Type of publication: | Article |
|---|---|
| Type of publication (narrower categories): | Aufsatz in Zeitschrift ; Article in journal |
| Language: | English |
| Other identifiers: | 10.1007/s10198-021-01363-4 [DOI] |
| Source: | ECONIS - Online Catalogue of the ZBW |
Persistent link: https://www.econbiz.de/10013173559