Random Forest Prognostication of Survival and 6-Month Outcome in Pediatric Patients Following Decompressive Craniectomy for Traumatic Brain Injury

CRF and SRF models successfully predicted 6-month outcomes and mortality following DC in pediatric patients with TBI. These results suggest that random forest models may be efficacious for predicting outcome in this patient population.

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Publication Details

Journal
World Neurosurgery
Published
2024-11-15
DOI
https://doi.org/10.1016/j.wneu.2024.10.075
Citations
2
Primary Topic
Traumatic Brain Injury and Neurovascular Disturbances
Type
article
Field-Weighted Citation Impact
0.74
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article

Random Forest Prognostication of Survival and 6-Month Outcome in Pediatric Patients Following Decompressive Craniectomy for Traumatic Brain Injury

Ryan D. Morgan, Brandon Youssi, László Nagy, Rafael Cação et al.
2 citations
World Neurosurgery
Traumatic Brain Injury and Neurovascular Disturbances
0.74
article

Random Forest Prognostication of Survival and 6-Month Outcome in Pediatric Patients Following Decompressive Craniectomy for Traumatic Brain Injury

Ryan D. Morgan, Brandon Youssi, László Nagy, Rafael Cação, Cristian Hernandez
article en
2 citations

Abstract

CRF and SRF models successfully predicted 6-month outcomes and mortality following DC in pediatric patients with TBI. These results suggest that random forest models may be efficacious for predicting outcome in this patient population.

World NeurosurgeryVol. 193
Texas Tech University (US), Texas Tech University Health Sciences Center (US)
Life in Land
Openalex Percentile: Top 26%
Traumatic Brain Injury and Neurovascular Disturbances
0.74
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