Usefulness of regional right ventricular and right atrial strain for prediction of early and late right ventricular failure following a left ventricular assist device implant: A machine learning approach.

Diego BellaviaAttilio IacovoniValentina AgneseCalogero FallettaClaudia CoronnelloSalvatore PastaGiuseppina NovoGabriele di GesaroMichele SenniJoseph MaaloufSergio SciaccaMichele PilatoMarc SimonFrancesco ClemenzaSir John Gorcsan

Published in: The International journal of artificial organs (2019)

Apical right ventricular strain as well as right atrial strain provides complementary information, both critical to predict acute-right ventricular failure and chronic-right ventricular failure, respectively.

Keyphrases

left ventricular assist device
machine learning
atrial fibrillation
liver failure
left atrial
drug induced
catheter ablation
healthcare
respiratory failure
artificial intelligence
soft tissue
intensive care unit
health information
left ventricular
big data
social media
mechanical ventilation