Comparative analysis of CRASH and IMPACT in predicting the outcome of 340 patients with traumatic brain injury.

Tingting AnZibei DongXiangyang LiYifan MaJie JinLiqing LiLanjuan Xu

Published in: Translational neuroscience (2024)

Both the CRASH and IMPACT algorithms offer reliable prognostic estimations for patients suffering from craniocerebral injuries. However, compared to the CRASH model, the IMPACT model has superior predictive accuracy, albeit at the cost of increased computational intricacy.

Keyphrases

traumatic brain injury
end stage renal disease
ejection fraction
newly diagnosed
chronic kidney disease
machine learning
deep learning
patient reported outcomes
patient reported