Heart failure
Conditions
Interventions
Gold Standard:According to the European Society of Cardiology (ESC) Heart Failure Guidelines 2021
Index test:Machine learning model for heart failure diagnosis
Prognostic model of heart failure
Sponsors
The First Hospital of Jilin University
Eligibility
Sex/Gender
All
Age
18 Years to No maximum
Inclusion criteria
Inclusion criteria: 1. Age>=18 years old, be admitted mainly due to cardiovascular disease; 2. Symptoms of heart failure (NYHA II-IV) or signs of heart failure (meeting Framingham criteria) in the past 12 months; 3. Patients who underwent chest CT, coronary CTA, echocardiography and plasma BNP/NT-proBNP, in which the interval between echocardiography and CT was less than two weeks. If multiple echocardiography were performed within two weeks, the lowest LVEF was recorded.
Exclusion criteria
Exclusion criteria: 1.Diseases need to be excluded: primary valvular heart disease, idiopathic pulmonary hypertension, right ventricular heart failure, chronic obstructive pulmonary disease (COPD), congenital heart disease, constrictive pericarditis, tumor history, severe renal insufficiency (eGFR <30 mL/min/1.73 ?); 2.CT image quality can not satisfy the diagnostic requirements, including the presence of machine artifacts, metal artifacts, severe respiratory artifacts, excessive noise affecting image quality, reconstruction slice thickness < 0.625mm, incompleted images.
Design outcomes
Primary
| Measure | Time frame |
|---|---|
| All-cause mortality; | — |
Secondary
| Measure | Time frame |
|---|---|
| Heart failure Rehospitalization;Cardiovascular death; | — |
Countries
China
Contacts
Public ContactWenyun Liu
The First Hospital of Jilin University
Outcome results
None listed