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Integrating Structured and Unstructured EHR Data for Predicting Mortality by Machine Learning and Latent Dirichlet Allocation Method
An ICU is a critical care unit that provides advanced medical support and continuous monitoring for patients with severe illnesses or injuries. Predicting the mortality rate of ICU patients can not only improve patient outcomes, but also optimize resource allocation. Many studies have attempted to c...
Autores principales: | Chiu, Chih-Chou, Wu, Chung-Min, Chien, Te-Nien, Kao, Ling-Jing, Li, Chengcheng, Chu, Chuan-Mei |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10001457/ https://www.ncbi.nlm.nih.gov/pubmed/36901354 http://dx.doi.org/10.3390/ijerph20054340 |
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