Health Condition 1: I509- Heart failure, unspecified
Conditions
Interventions
Intervention1: Nil: Nil
Intervention2: NIL: NIL
Sponsors
Rhythm Heart and Critical Care
Eligibility
Inclusion criteria
Inclusion criteria: Patients aged 18 years and above with available electronic medical records including clinical evaluation laboratory parameters and echocardiographic data Patients with documented diagnosis of heart failure or without heart failure Patients with complete data required for HiFi AI model analysis including blood pressure hemoglobin renal function parameters white blood cell count platelet count albumin and red cell distribution width Patients with available follow up data or documented survival status at one year
Exclusion criteria
Exclusion criteria: Patients with incomplete or missing clinical laboratory or echocardiographic data required for analysis Patients without available follow up data or unknown survival status at one year Duplicate patient records or repeated hospital entries during the study period Patients aged less than 18 years
Design outcomes
Primary
| Measure | Time frame |
|---|---|
| One year all cause mortality assessed using clinical records and follow up dataTimepoint: Baseline, 52 Weeks | — |
Secondary
| Measure | Time frame |
|---|---|
| Model discrimination for prediction of one year mortality using area under the receiver operating characteristic curveTimepoint: At one year | — |
Countries
India
Contacts
Public ContactRakhshanda Khan
Rhythm Heart and Critical Care
Outcome results
None listed