Training and clinical testing of artificial intelligence derived right atrial cardiovascular magnetic resonance measurements.
Faisal AlandejaniSamer AlabedPankaj GargZe Ming GohKavita KarunasaagararMichael SharkeyMahan SalehiZiad AldabbaghKrit DwivediMichail MamalakisPete MetherallJohanna UthoffChris JohnsAlexander RothmanRobin CondliffeAbdul HameedAthanasios CharalampoplousHaiping LuSven PleinJohn P GreenwoodAllan LawrieJim M WildPatrick J H de KoningDavid G KielyRob Van Der GeestAndrew J SwiftPublished in: Journal of cardiovascular magnetic resonance : official journal of the Society for Cardiovascular Magnetic Resonance (2022)
Automatic artificial intelligence CMR derived RA size and function are accurate, have excellent repeatability, moderate associations with invasive haemodynamics and predict mortality.
Keyphrases
- artificial intelligence
- deep learning
- machine learning
- magnetic resonance
- big data
- rheumatoid arthritis
- cardiovascular events
- atrial fibrillation
- high resolution
- high intensity
- risk factors
- heart failure
- left atrial
- systemic lupus erythematosus
- virtual reality
- left ventricular
- disease activity
- idiopathic pulmonary fibrosis
- mitral valve