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Establishment and clinical application research of a prediction model for postoperative delirium and acute kidney injury in elderly patients based on federated learning

Establishment and clinical application research of a prediction model for postoperative delirium and acute kidney injury in elderly patients based on federated learning

Status
Active, not recruiting
Phases
Unknown
Study type
Observational
Source
ChiCTR
Registry ID
ChiCTR2400089362
Enrollment
Unknown
Registered
2024-09-06
Start date
2024-06-14
Completion date
Unknown
Last updated
2026-05-11

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

Conditions

postoperative delirium/acute kidney injury

Interventions

Grouping based on whether POD/AKI occurs:None

Sponsors

The First Medical Center of Chinese PLA General Hospital
Lead Sponsor

Eligibility

Sex/Gender
All
Age
65 Years to No maximum

Inclusion criteria

Inclusion criteria: 1. Age >=65 years; 2. Patients undergoing surgical procedures; 3. Surgery period: April 2020 - April 2022

Exclusion criteria

Exclusion criteria: 1. Patients undergoing cardiac surgery; 2. Patients undergoing neurosurgery; 3. Patients with more than 50% missing overall variables

Design outcomes

Primary

MeasureTime frame
Postoperative delirium ;

Secondary

MeasureTime frame
Postoperative acute kidney injury;

Countries

China

Contacts

Public ContactJiangbei Cao

The First Medical Center of Chinese PLA General Hospital

caojiangbei@301hospital.com+86 156 1095 5616

Outcome results

None listed

Source: ChiCTR (via WHO ICTRP) · Data processed: May 16, 2026