Predictors of 1-year outcome after cardiac re-transplantation: Machine learning analysis.

Atsushi KainumaYuming NingPaul A KurlanskyAmy S WangFarhana LatifGabriel T SayerNir UrielYuji KakuYoshifumi NakaKoji Takeda

Published in: Clinical transplantation (2022)

Machine learning showed that optimal 1-year survival following cardiac re-transplantation was significantly related to liver function in early re-transplantation, and to obesity and preoperative ventilator dependence in late re-transplantation.

Keyphrases

machine learning
cell therapy
left ventricular
type diabetes
metabolic syndrome
artificial intelligence
insulin resistance
weight loss
patients undergoing
heart failure
acute respiratory distress syndrome
deep learning
skeletal muscle
physical activity
bone marrow
high fat diet induced
free survival