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Logistic regression technique is comparable to complex machine learning algorithms in predicting cognitive impairment related to post intensive care syndrome

To evaluate the performance of machine learning (ML) models and to compare it with logistic regression (LR) technique in predicting cognitive impairment related to post intensive care syndrome (PICS-CI). We conducted a prospective observational study of ICU patients at two tertiary hospitals. A coho...

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Detalles Bibliográficos
Autores principales: Wu, TingTing, Wei, YueQing, Wu, JingBing, Yi, BiLan, Li, Hong
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9922285/
https://www.ncbi.nlm.nih.gov/pubmed/36774378
http://dx.doi.org/10.1038/s41598-023-28421-6