Machine learning helps predict long-term mortality and graft failure in patients undergoing heart transplant.

Pradyumna AgasthiMatthew R BurasSean D SmithMichael A GolafsharFarouk MookadamSenthil AnandJulie L RosenthalBrian W HardawayPatrick DeValeriaReza Arsanjani

Published in: General thoracic and cardiovascular surgery (2020)

The GBM model has a good accuracy to predict 5-year mortality and graft failure post-OHT.

Keyphrases

machine learning
patients undergoing
cardiovascular events
risk factors
heart failure
atrial fibrillation
coronary artery disease
big data