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A class-contrastive human-interpretable machine learning approach to predict mortality in severe mental illness

Machine learning (ML), one aspect of artificial intelligence (AI), involves computer algorithms that train themselves. They have been widely applied in the healthcare domain. However, many trained ML algorithms operate as ‘black boxes’, producing a prediction from input data without a clear explanat...

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Detalles Bibliográficos
Autores principales: Banerjee, Soumya, Lio, Pietro, Jones, Peter B., Cardinal, Rudolf N.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8654849/
https://www.ncbi.nlm.nih.gov/pubmed/34880262
http://dx.doi.org/10.1038/s41537-021-00191-y