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Design and Clinical Evaluation of a Computer Vision–Based Early Warning System for Unplanned Extubation in Postoperative Neurosurgical Patients: A Prospective Cohort Study

Design and Clinical Evaluation of a Computer Vision–Based Early Warning System for Unplanned Extubation in Postoperative Neurosurgical Patients: A Prospective Cohort Study

Status
Active, not recruiting
Phases
Unknown
Study type
Observational
Source
ChiCTR
Registry ID
ChiCTR2500111520
Enrollment
Unknown
Registered
2025-10-31
Start date
2025-11-01
Completion date
Unknown
Last updated
2025-11-03

For informational purposes only — not medical advice. Sourced from public registries and may not reflect the latest updates. Terms

Conditions

None

Interventions

System Monitoring Team:None
Routine Care Team:None

Sponsors

No. 57 Jiangnan Road, Yinzhou District, Ningbo.
Lead Sponsor

Eligibility

Sex/Gender
All

Inclusion criteria

Inclusion criteria: 1. Patient type: Patients diagnosed as critically ill after neurosurgery, including post-traumatic brain injury, intracerebral hemorrhage, post-brain tumor resection, etc.; 2. Age range: Adult patients between 18 and 80 years old; 3. Postoperative status: Patients who are in a state of confusion or deep sedation post-surgery and have indwelling fine devices such as ventricular drainage tubes, hematoma cavity drainage tubes, or epidural drainage tubes; 4. Informed consent: Patients or their guardians agree to participate in this study and sign the informed consent form.

Exclusion criteria

Exclusion criteria: 1. Acute allergic reactions: Occurrence of severe allergic reactions that make it impossible to tolerate the interventions being studied; 2. Patients whose hands or face are covered by dressings due to specific trauma or other reasons, making identification impossible. Severe comorbidities: Such as severe heart disease, respiratory failure, or other comorbidities that make participation unsuitable; 3. Pregnant or breastfeeding women: Excluded from participation due to the particular conditions of pregnancy or lactation.

Design outcomes

Primary

MeasureTime frame
Number of unplanned extubation occurrences;

Secondary

MeasureTime frame
Observation Time;

Countries

China

Contacts

Public ContactTaotao Shi

Ningbo Medical Center Lihuili Hospital.

xmedu@foxmail.com+86 130 0467 4748

Outcome results

None listed

Source: ChiCTR (via WHO ICTRP) · Data processed: Feb 4, 2026