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Construction and clinical application research of artificial intelligence and machine learning postoperative novel atrial fibrillation warning models

Construction and clinical application research of artificial intelligence and machine learning postoperative novel atrial fibrillation warning models

Status
Recruiting
Phases
Early Phase 1
Study type
Observational
Source
ChiCTR
Registry ID
ChiCTR2300071922
Enrollment
Unknown
Registered
2023-05-29
Start date
2023-06-01
Completion date
Unknown
Last updated
2023-06-12

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

Conditions

Atrial Fibrillation

Interventions

training group:N/A

Sponsors

Department of Cardiovascular Surgery, General Hospital of Northern Theater Command
Lead Sponsor

Eligibility

Sex/Gender
All
Age
18 Years to 80 Years

Inclusion criteria

Inclusion criteria: 1) 18 = Age = 80 years old; 2) No preoperative history of atrial fibrillation; 3) Performing routine cardiac surgical treatment 4)EF>40%; 5) Patients undergoing first-time cardiac surgery; 6) Good compliance and ability to cooperate in completing follow-up.

Exclusion criteria

Exclusion criteria: 1) Adult patients over 80 years old 2) History of atrial fibrillation 3) Emergency surgery 4) Ejection fraction<40% 5) Previous history of cardiac surgery 6) Congenital heart disease 7) Liver and kidney function damage (detection results exceeding 3 times the upper limit of normal values) 8) Diseases that require radiation therapy, chemotherapy, or long-term hormone therapy 9) Poor control of hyperthyroidism 10) Participate in another clinical trial 11) Refuse to join the trial

Design outcomes

Primary

MeasureTime frame
sensitivity;specificity;

Secondary

MeasureTime frame
The trend of HRV changes every ten minutes within one hour before the onset of atrial fibrillation.;AF burden;NPV;PPV;

Countries

China

Contacts

Public ContactYuji Zhang

Department of Cardiovascular Surgery, General Hospital of Northern Theater Command

zz6020@163.com+86 177 9099 3036

Outcome results

None listed

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