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Interpretable instance disease prediction based on causal feature selection and effect analysis

BACKGROUND: In the big wave of artificial intelligence sweeping the world, machine learning has made great achievements in healthcare in the past few years, however, these methods are only based on correlation, not causation. The particularities of the healthcare determines that the research method...

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Detalles Bibliográficos
Autores principales: Chen, YuWen, Zhang, Ju, Qin, XiaoLin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8881866/
https://www.ncbi.nlm.nih.gov/pubmed/35219342
http://dx.doi.org/10.1186/s12911-022-01788-8