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Establishment and validation of risk prediction model of postoperative atelectasis in children with congenital heart disease and early risk warning

Establishment and verification of risk prediction model for postoperative atelectasis in children with congenital heart disease and early risk warning based on big data and machine learning

Status
Active, not recruiting
Phases
Unknown
Study type
Interventional
Source
ChiCTR
Registry ID
ChiCTR2100048067
Enrollment
Unknown
Registered
2021-06-29
Start date
2021-07-01
Completion date
Unknown
Last updated
2022-03-07

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

Conditions

Congenital heart disease

Interventions

Case series:Nil

Sponsors

Guangzhou Women and Children's Medical Center
Lead Sponsor

Eligibility

Sex/Gender
All
Age
No minimum to 18 Years

Inclusion criteria

Inclusion criteria: Patients undergoing cardiopulmonary bypass for congenital heart disease in our hospital from 2012 to 2020.

Exclusion criteria

Exclusion criteria: More than 50% of patients with missing observational markers.

Design outcomes

Primary

MeasureTime frame
None;—

Countries

China

Contacts

Public ContactGong Zhiming

Guangzhou Women and Children's Medical Center

451270331@qq.com+86 13872784309

Outcome results

None listed

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