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Artificial intelligence predicts intraoperative hypoxemia in patients anesthetized outside the operating room

Artificial intelligence predicts intraoperative hypoxemia in patients anesthetized outside the operating room

Status
Active, not recruiting
Phases
Unknown
Study type
Observational
Source
ChiCTR
Registry ID
ChiCTR2400082682
Enrollment
Unknown
Registered
2024-04-03
Start date
2022-10-15
Completion date
Unknown
Last updated
2024-04-08

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

Conditions

Intraoperative hypoxemia

Interventions

Gold Standard:The occurrence of finger pulse oxygen saturation<90% at any time during the surgical process is considered the gold standard for the occurrence of hypoxemia
Index test:Using facial images to analyze patient facial features and predict the occurrence of intraoperative hypoxemia

Sponsors

The First Affiliated Hospital of Zhengzhou University
Lead Sponsor

Eligibility

Sex/Gender
All
Age
18 Years to 80 Years

Inclusion criteria

Inclusion criteria: 1) Patients who plan to receive painless gastrointestinal endoscopy in the outpatient department; 2) The informed consent form is signed voluntarily or can be provided by the family members.

Exclusion criteria

Exclusion criteria: 1) Patients receiving any study drug treatment within 30 days or less than 7 half lives before the test; 2) Patients with known cardiopulmonary diseases(asthma or recent upper respiratory tract infection) such as allergy to anesthetic drugs, severe organ dysfunction, arrhythmia, congenital heart disease, airway obstruction risk; 3) Suffering from mental diseases such as intracranial hypertension and epilepsy. 4) Patients with insufficient intestinal preparation.

Design outcomes

Primary

MeasureTime frame
Accuracy ;AUC;

Secondary

MeasureTime frame
Sensitivity;Specificity;Positive predicative value;Negative predictive value;

Countries

China

Contacts

Public ContactXing Na

The First Affiliated Hospital of Zhengzhou University

16427485@qq.com+86 139 4909 5172

Outcome results

None listed

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