Status:

NOT_YET_RECRUITING

Construction of a Prognostic Model for Severe Brain-Injured Patients Based on Integrated Metabolic-Neurological Monitoring

Lead Sponsor:

Xingui Dai

Conditions:

Brain Injuries

Eligibility:

All Genders

18+ years

Brief Summary

This is a prospective, observational cohort study aimed at constructing a machine learning-based prognostic model for severe brain-injured patients. The study will synchronously collect continuous glu...

Detailed Description

This study intends to enroll 50 adult patients with brain injury admitted to the ICU. Multimodal monitoring data will be collected prospectively. Machine learning algorithms will be used to integrate ...

Eligibility Criteria

Inclusion

  • Diagnosis of severe TBI, large-volume stroke, or HIE
  • Expected ICU stay \>72 hours
  • Informed consent from legal surrogate

Exclusion

  • Terminal organ failure
  • Pre-existing severe neurological disease
  • Skull defect preventing monitoring
  • Pregnancy or lactation

Key Trial Info

Start Date :

October 1 2025

Trial Type :

OBSERVATIONAL

Allocation :

ESTIMATED

End Date :

December 31 2026

Estimated Enrollment :

50 Patients enrolled

Trial Details

Trial ID

NCT07198490

Start Date

October 1 2025

End Date

December 31 2026

Last Update

September 30 2025

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