Demonstrating the consequences of learning missingness patterns in early warning systems for preventative health care: A novel simulation and solution - Gillies, Christopher E.; Taylor, Daniel F.; Cummings, Brandon C.; Ansari, Sardar; Islim, Fadi; Kronick, Steven L.; Medlin, Richard P.; Ward, Kevin R. (Journal of biomedical informatics, 2020)
Keywords: Early warning systems; Machine learning; Patient deterioration; Simulation; Tree-based methods; Variational autoencoder; Variational autoencoder; Patient deterioration; Simulation; Early warning systems; Tree-based methods; Machine learning