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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...
Autores principales: | Richens, Jonathan G., Lee, Ciarán M., Johri, Saurabh |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2020
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Materias: | |
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 |
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