Enhanced Diagnosis and Stratification in Heart Failure: Application of Network-based Analytics to Real World Data

The diagnosis of heart failure is comprised of two equivalent patient populations, presenting either reduced ejection fraction or preserved ejection fraction. The threshold separating these categories remains somewhat subjective, typically ranging between 40 and 50%, but more importantly, successful therapeutic intervention only exists for patients with reduced ejection fraction.