Can machine learning be a reliable tool for predicting hematoma progression following traumatic brain injury? A systematic review and meta-analysis.

Background: Predicting hematoma progression in traumatic brain injury (TBI) is crucial for timely interventions and effective clinical management, as unchecked hematoma growth can lead to rapid neurological deterioration, increased intracranial pressure, and poor patient outcomes. Accurate risk asse...

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Bibliographic Details
Published in:Neuroradiology Vol. 67; no. 7; pp. 1733 - 1750
Main Authors: Mohammadzadeh, Ibrahim, Hajikarimloo, Bardia, Eini, Pooya, Niroomand, Behnaz, Mohammadzadeh, Shahin, Habibi, Mohammad Amin, Babak, Zohre Masoumi Shahr-e, Aliaghaei, Abbas
Format: meta analysis research systematic review tables/charts Journal Article
Published: Springer Nature Jul2025
Online Access:View this record in EBSCOhost