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Machine learning using institution-specific multi-modal electronic health records improves mortality risk prediction for cardiac surgery patients
BACKGROUND: The Society of Thoracic Surgeons risk scores are widely used to assess risk of morbidity and mortality in specific cardiac surgeries but may not perform optimally in all patients. In a cohort of patients undergoing cardiac surgery, we developed a data-driven, institution-specific machine...
| Autores principales: | , , , , , , , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
Elsevier
2023
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| Materias: | |
| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10328834/ https://www.ncbi.nlm.nih.gov/pubmed/37425442 http://dx.doi.org/10.1016/j.xjon.2023.03.010 |