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Clinical Characteristics and Outcomes in Patients With Heart Failure: Are There Thresholds and Inflection Points in Left Ventricular Ejection Fraction and Thresholds Justifying a Clinical Classification?

Toru KondoPooja DewanInder S AnandAkshay S DesaiMilton PackerMichael R ZileMarc A PfefferScott D SolomonWilliam T AbrahamSanjiv J ShahCarolyn Su Ping LamPardeep S JhundJohn Joseph Valentine McMurray
Published in: Circulation (2023)
gov; Unique identifiers: NCT00634309, NCT00634400, NCT00634712, NCT00095238, NCT01035255, NCT00094302, NCT00853658, NCT01920711.
Keyphrases
  • ejection fraction
  • left ventricular
  • aortic stenosis
  • heart failure
  • machine learning
  • type diabetes
  • deep learning
  • coronary artery disease
  • metabolic syndrome
  • mitral valve
  • adipose tissue
  • skeletal muscle
  • weight loss