Machine learning to predict adverse outcomes after cardiac surgery: A systematic review and meta‐analysis

por Penny‐Dimri, Jahan C., Bergmeir, Christoph, Perry, Luke, Hayes, Linley, Bellomo, Rinaldo, Smith, Julian A.
Publicado 2022

Tree-based survival analysis improves mortality prediction in cardiac surgery

por Penny-Dimri, Jahan C., Bergmeir, Christoph, Reid, Christopher M., Williams-Spence, Jenni, Perry, Luke A., Smith, Julian A.
Publicado 2023

Paying attention to cardiac surgical risk: An interpretable machine learning approach using an uncertainty-aware attentive neural network

por Penny-Dimri, Jahan C., Bergmeir, Christoph, Reid, Christopher M., Williams-Spence, Jenni, Cochrane, Andrew D., Smith, Julian A.
Publicado 2023

The prognostic significance of postoperative hyperbilirubinemia in cardiac surgery: systematic review and meta-analysis

por Raveendran, Dev, Penny-Dimri, Jahan C., Segal, Reny, Smith, Julian A., Plummer, Mark, Liu, Zhengyang, Perry, Luke A.
Publicado 2022

The prognostic value of elevated neutrophil–lymphocyte ratio for cardiac surgery‐associated acute kidney injury: A systematic review and meta‐analysis

por Wheatley, Joseph, Liu, Zhengyang, Loth, Joel, Plummer, Mark P., Penny‐Dimri, Jahan C., Segal, Reny, Smith, Julian, Perry, Luke A.
Publicado 2022

Donor Cardiac Troponin for Prognosis of Adverse Outcomes in Cardiac Transplantation Recipients: a Systematic Review and Meta-analysis

por Liu, Zhengyang, Perry, Luke A., Penny-Dimri, Jahan C., Handscombe, Michael, Overmars, Isabella, Plummer, Mark, Segal, Reny, Smith, Julian A.
Publicado 2021

Elevated Cardiac Troponin to Detect Acute Cellular Rejection After Cardiac Transplantation: A Systematic Review and Meta-Analysis

por Liu, Zhengyang, Perry, Luke A., Penny-Dimri, Jahan C., Handscombe, Michael, Overmars, Isabella, Plummer, Mark, Segal, Reny, Smith, Julian A.
Publicado 2022

Machine learning predicts the short-term requirement for invasive ventilation among Australian critically ill COVID-19 patients

por Karri, Roshan, Chen, Yi-Ping Phoebe, Burrell, Aidan J. C., Penny-Dimri, Jahan C., Broadley, Tessa, Trapani, Tony, Deane, Adam M., Udy, Andrew A., Plummer, Mark P.
Publicado 2022