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Causal Inference and Construction of Time-Series Prediction Models for Cardiovascular Adverse Events in Lung Cancer Patients After Radiotherapy

Causal Inference and Construction of Time-Series Prediction Models for Cardiovascular Adverse Events in Lung Cancer Patients After Radiotherapy

Status
Active, not recruiting
Phases
Unknown
Study type
Observational
Source
ChiCTR
Registry ID
ChiCTR2600129461
Enrollment
Unknown
Registered
2026-08-05
Start date
2026-08-05
Completion date
Unknown
Last updated
2026-08-10

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

Conditions

Hemodynamically relevant arrhythmias, myocardial injury, emergency visit or hospitalization for heart failure, cardiovascular death, myocardial infarction, and coronary revascularization during treatment among lung cancer patients receiving thoracic radiotherapy.

Interventions

Observation group:None

Sponsors

The First Affiliated Hospital of Army Medical University
Lead Sponsor

Eligibility

Sex/Gender
All
Age
18 Years to No maximum

Inclusion criteria

Inclusion criteria: 1.Aged 18 years or older, no restriction on gender; 2.Diagnosed with lung cancer and receiving thoracic radiotherapy (RT) for the first time;

Exclusion criteria

Exclusion criteria: 1.Patients who fail to receive long-term follow-up care at our hospital or are lost to follow-up will be excluded, as authentic observational data cannot be obtained for such individuals; 2.Patients with incomplete medical records or over 20% missing data for most variables will be excluded.

Design outcomes

Primary

MeasureTime frame
Major Adverse Cardiovascular Events;

Secondary

MeasureTime frame
Discrimination evaluation indicators: Receiver Operating Characteristic (ROC) and Area Under the Curve (AUC), Root Mean Square Error (RMSE), etc.; Precision-Recall (P-R) curve and AUC for the random forest model.;

Countries

China

Contacts

Public ContactJING TAO

The First Affiliated Hospital of Army Medical University

xnkjt@sohu.com+86 23 6877 2189

Outcome results

None listed

Source: ChiCTR (via WHO ICTRP) · Data processed: Aug 25, 2026