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Prediction of CMV Reactivation in ICU Patients with Sepsis Using Interpretable Machine Learning

Prediction of CMV Reactivation in ICU Patients with Sepsis Using Interpretable Machine Learning

Status
Active, not recruiting
Phases
Unknown
Study type
Observational
Source
ChiCTR
Registry ID
ChiCTR2500095277
Enrollment
Unknown
Registered
2025-01-04
Start date
2024-11-10
Completion date
Unknown
Last updated
2025-01-13

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

Conditions

ICU 28-day CMV reactivation

Interventions

Case series:NA

Sponsors

Ruijin Hospital, Shanghai Jiao Tong University School of Medicine
Lead Sponsor

Eligibility

Sex/Gender
All
Age
18 Years to No maximum

Inclusion criteria

Inclusion criteria: 1. Age >=18 years; 2. ICU stay duration >=3 days; 3. Diagnosis meeting SEPSIS-3 criteria upon ICU admission; 4. Availability of CMV IgM or CMV DNA test results every two weeks after ICU admission; 5. CMV IgG test result available either prior to or within 3 days of ICU admission; 6. First ICU admission.

Exclusion criteria

Exclusion criteria: 1. Pregnant or breastfeeding women; 2. Missing key clinical data or laboratory test results; 3. End-stage cancer or other terminal diseases; 4. HIV/AIDS infection; 5. Withdrawal of treatment;

Design outcomes

Primary

MeasureTime frame
ICU 28-day CMV reactivation;AUC ;—

Countries

China

Contacts

Public ContactTingting Pan

Ruijin Hospital, Shanghai Jiao Tong University School of Medicine

panting825@126.com+86 18817821356

Outcome results

None listed

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