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Development and validation of an interpretable machine learning model for early circuit clotting in CRRT patients receiving RCA anticoagulation

Development and validation of an interpretable machine learning model for early circuit clotting in CRRT patients receiving RCA anticoagulation

Status
Active, not recruiting
Phases
Unknown
Study type
Observational
Source
ChiCTR
Registry ID
ChiCTR2600123850
Enrollment
Unknown
Registered
2026-04-30
Start date
2026-04-30
Completion date
Unknown
Last updated
2026-05-04

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

Conditions

CRRT circuit clotting

Interventions

Observation group (patients with RCA anticoagulation CRRT):None

Sponsors

Zhejiang Provincial People's Hospital
Lead Sponsor

Eligibility

Sex/Gender
All
Age
18 Years to No maximum

Inclusion criteria

Inclusion criteria: 1.Age > 18 years; 2.First CRRT treatment after ICU admission; 3.Anticoagulation method: RCA anticoagulation;

Exclusion criteria

Exclusion criteria: 1.Lack of information on CRRT initiation or termination; 2.Patients discharged or deceased within 24 hours of ICU admission; 3.Patients who discontinued CRRT due to non-coagulation-related reasons;

Design outcomes

Primary

MeasureTime frame
Circuit clotting;—

Countries

China

Contacts

Public ContactJing Jiyong

Zhejiang Provincial People's Hospital

jiyong_jing@126.com+86 13757119533

Outcome results

None listed

Source: ChiCTR (via WHO ICTRP) · Data processed: May 7, 2026