Identification of fibrosis in hypertrophic cardiomyopathy: a radiomic study on cardiac magnetic resonance cine imaging.
Cailing PuXi HuSangying LvYan WuFeidan YuWenchao ZhuLingjie ZhangJingle FeiChengbin HeXiaoli LingFuyan WangHongjie HuPublished in: European radiology (2022)
• Hypertrophic cardiomyopathy is prone to fibrosis, requiring patients to undergo repeated enhanced cardiac magnetic resonance imaging to detect fibrosis over their lifetime follow-up. • A predictive model based on the entire left ventricular myocardium outperformed a model based on a slice of the maximal wall thickness. • A predictive model that fused image and radiomic features from the entire left ventricular myocardium had excellent diagnostic performance, robustness, and clinical utility.
Keyphrases
- hypertrophic cardiomyopathy
- left ventricular
- magnetic resonance
- magnetic resonance imaging
- cardiac resynchronization therapy
- acute myocardial infarction
- heart failure
- left atrial
- mitral valve
- aortic stenosis
- end stage renal disease
- high resolution
- ejection fraction
- prognostic factors
- mass spectrometry
- peritoneal dialysis
- patient reported outcomes
- blood pressure
- body composition
- coronary artery disease
- liver fibrosis
- machine learning
- transcatheter aortic valve replacement
- heart rate
- atrial fibrillation
- diffusion weighted imaging
- patient reported