Improving the accuracy of medical diagnosis with causal machine learning

Machine learning promises to revolutionize clinical decision making and diagnosis. In medical diagnosis a doctor aims to explain a patient’s symptoms by determining the diseases causing them. However, existing machine learning approaches to diagnosis are purely associative, identifying diseases that...

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Detalles Bibliográficos
Autores principales: Richens, Jonathan G., Lee, Ciarán M., Johri, Saurabh
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2020
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7419549/
https://www.ncbi.nlm.nih.gov/pubmed/32782264
http://dx.doi.org/10.1038/s41467-020-17419-7

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7419549/
https://www.ncbi.nlm.nih.gov/pubmed/32782264
http://dx.doi.org/10.1038/s41467-020-17419-7

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