Can Robots Do Epidemiology? Machine Learning, Causal Inference, and Predicting the Outcomes of Public Health Interventions

This paper argues that machine learning (ML) and epidemiology are on collision course over causation. The discipline of epidemiology lays great emphasis on causation, while ML research does not. Some epidemiologists have proposed imposing what amounts to a causal constraint on ML in epidemiology, re...

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Detalles Bibliográficos
Autores principales: Broadbent, Alex, Grote, Thomas
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer Netherlands 2022
Materias:
Research Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8881939/
https://www.ncbi.nlm.nih.gov/pubmed/35251906
http://dx.doi.org/10.1007/s13347-022-00509-3

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8881939/
https://www.ncbi.nlm.nih.gov/pubmed/35251906
http://dx.doi.org/10.1007/s13347-022-00509-3

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