Deep Learning for Echo Analysis, Tracking, and Evaluation of Mitral Regurgitation (DELINEATE-MR).
Aaron LongChristopher M HaggertyJoshua FinerDustin HartzelLinyuan JingAzadeh KeivaniChristopher KelseyDaniel RochaJeffrey RuhlDavid vanMaanenGil MetserEamon DuffyThomas MawsonMathew S MaurerAndrew J EinsteinAshley BeecyDeepa KumaraiahShunichi HommaQi LiuVratika AgarwalMark LebehnMartin LeonRebecca T HahnPierre A EliasTimothy J PoteruchaPublished in: Circulation (2024)
This end-to-end DL system can intake entire echocardiogram studies to accurately classify MR severity and may be useful in helping clinicians refine MR assessments.