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Multicentre validation of a sepsis prediction algorithm using only vital sign data in the emergency department, general ward and ICU
OBJECTIVES: We validate a machine learning-based sepsis-prediction algorithm (InSight) for the detection and prediction of three sepsis-related gold standards, using only six vital signs. We evaluate robustness to missing data, customisation to site-specific data using transfer learning and generali...
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| 發表在: | BMJ Open |
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| Main Authors: | , , , , , , , , , , , |
| 格式: | Artigo |
| 語言: | Inglês |
| 出版: |
BMJ Publishing Group
2018
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| 主題: | |
| 在線閱讀: | https://ncbi.nlm.nih.gov/pmc/articles/PMC5829820/ https://ncbi.nlm.nih.gov/pubmed/29374661 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1136/bmjopen-2017-017833 |
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