Automated Pattern Recognition in Whole-Cardiac Cycle Echocardiographic Data: Capturing Functional Phenotypes with Machine Learning
Filip Lončarić, Pablo-Miki Martí Castellote, Sergio Sanchez‐Martinez, Dora Fabijanović, L Nunno, M Mimbrero, Laura Sanchís, Adelina Doltra, Sílvia Montserrat, Maja Čikeš, F. Crispi, Gema Piella, Marta Sitges, Bart Bijnens
Topics & Concepts
MedicineCardiac cycleCardiologyInternal medicineVentricleArtificial intelligenceDoppler imagingSpeckle tracking echocardiographySpeckle patternPattern recognition (psychology)Blood pressureHeart failureDiastoleComputer scienceEjection fractionCardiovascular Function and Risk FactorsCardiovascular Health and Disease PreventionPhonocardiography and Auscultation Techniques