Predictive Modeling and Integrated Risk Assessment of Postoperative Mortality and Pneumonia in Traumatic Brain Injury Patients through Clustering and Machine Learning: Retrospective Study

This study harnessed machine learning to forecast postoperative mortality (POM) and postoperative pneumonia (PPN) among surgical traumatic brain injury (TBI) patients. Our analysis centered on the following key variables: Glasgow Coma Scale (GCS), midline brain shift (MSB), and time from injury to e...

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Detalles Bibliográficos
Autores principales: Kim, Jong-Ho, Chung, Kyung-Min, Lee, Jae-Jun, Choi, Hyuk-Jai, Kwon, Young-Suk
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10669264/
https://www.ncbi.nlm.nih.gov/pubmed/38001880
http://dx.doi.org/10.3390/biomedicines11112880

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10669264/
https://www.ncbi.nlm.nih.gov/pubmed/38001880
http://dx.doi.org/10.3390/biomedicines11112880

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