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Neurology
Cohort
AutoML-based model predicts blood transfusion needs in severe traumatic brain injury patients with high accuracy
AI Model Predicts Blood Transfusion Needs in Severe Brain Injury
This retrospective cohort study evaluated an AutoML-based interpretable prediction model in 638 patients with severe traumatic brain injury …
An AI tool accurately predicts which severe brain injury patients need blood transfusions, potentially saving time and resources.
Frontiers
Apr 29, 2026
Neurology
Cohort
Prospective cohort study links age, GCS, and CT scores to posttraumatic confusional state duration in TBI patients.
How Long Is the Confusion After a Brain Injury
A prospective inception cohort of 424 neurosurgical patients with moderate or severe traumatic brain injury found that shorter PTCS duration…
Age and injury severity, not past education or brain health, determine how long confusion lasts after a serious head injury.
Frontiers
Apr 14, 2026