Artificial intelligence-based automated left ventricular mass quantification from non-contrast cardiac CT scans: correlation with contrast CT and cardiac MRI.
Donghee HanAakash ShanbhagRobert J H MillerNicholas KwokParker WaechterValerie BuiloffDavid E NewbyDamini DeyDaniel S BermanPiotr SlomkaPublished in: medRxiv : the preprint server for health sciences (2024)
The AI-based automated estimation of LV mass from non-contrast CT demonstrated excellent correlations and minimal biases when compared to contrast CTA and MRI.
Keyphrases
- contrast enhanced
- artificial intelligence
- magnetic resonance imaging
- left ventricular
- magnetic resonance
- machine learning
- deep learning
- computed tomography
- diffusion weighted imaging
- dual energy
- big data
- high throughput
- heart failure
- image quality
- acute myocardial infarction
- hypertrophic cardiomyopathy
- positron emission tomography
- mitral valve
- cardiac resynchronization therapy
- transcatheter aortic valve replacement
- aortic stenosis
- left atrial
- acute coronary syndrome
- aortic valve
- coronary artery disease
- pet ct