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Exploring a global interpretation mechanism for deep learning networks when predicting sepsis
The purpose of this study is to identify additional clinical features for sepsis detection through the use of a novel mechanism for interpreting black-box machine learning models trained and to provide a suitable evaluation for the mechanism. We use the publicly available dataset from the 2019 Physi...
| Autores principales: | , , , , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
Nature Publishing Group UK
2023
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| Materias: | |
| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9945464/ https://www.ncbi.nlm.nih.gov/pubmed/36810645 http://dx.doi.org/10.1038/s41598-023-30091-3 |