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Development of a Hypotension Prediction Model Based on Transformer Technology

Development of a Hypotension Prediction Model Based on Transformer Technology

Status
Active, not recruiting
Phases
Unknown
Study type
Observational
Source
ChiCTR
Registry ID
ChiCTR2500099041
Enrollment
Unknown
Registered
2025-03-18
Start date
2025-05-01
Completion date
Unknown
Last updated
2025-03-24

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

Conditions

Intraoperative hypotension (mean arterial pressure MAP < 65 mmHg)

Interventions

Case series:NA

Sponsors

Zhongda Hospital Southeast University
Lead Sponsor

Eligibility

Sex/Gender
All
Age
18 Years to No maximum

Inclusion criteria

Inclusion criteria: 1. Over 18 years of age, regardless of sex; 2. American Society of Anesthesiologists Grade I-IV; 3. General anesthesia; 4. Invasive arterial examination was performed during operation; 5. Non-cardiac surgery;

Exclusion criteria

Exclusion criteria: 1.The data collected is not available;

Design outcomes

Primary

MeasureTime frame
Area under the precision-recall curve;Youden index;Area under ROC curve;—

Secondary

MeasureTime frame
Sensitivity;Specificity;Positive predictive rate;Negative predictive rate;—

Countries

China

Contacts

Public ContactSun Jie

zhongda hospital southeast university

dgsunjie@hotmail.com+86 25 8272064

Outcome results

None listed

Source: ChiCTR (via WHO ICTRP) · Data processed: May 15, 2026