Detection of sleep apnea from single-channel electroencephalogram (EEG) using an explainable convolutional neural network (CNN)

por Barnes, Lachlan D., Lee, Kevin, Kempa-Liehr, Andreas W., Hallum, Luke E.
Publicado 2022

A Review of Feature Selection Methods for Machine Learning-Based Disease Risk Prediction

por Pudjihartono, Nicholas, Fadason, Tayaza, Kempa-Liehr, Andreas W., O'Sullivan, Justin M.
Publicado 2022

Machine Learning Identifies Six Genetic Variants and Alterations in the Heart Atrial Appendage as Key Contributors to PD Risk Predictivity

por Ho, Daniel, Schierding, William, Farrow, Sophie L., Cooper, Antony A., Kempa-Liehr, Andreas W., O’Sullivan, Justin M.
Publicado 2022

Identifying the lungs as a susceptible site for allele-specific regulatory changes associated with type 1 diabetes risk

por Ho, Daniel, Nyaga, Denis M., Schierding, William, Saffery, Richard, Perry, Jo K., Taylor, John A., Vickers, Mark H., Kempa-Liehr, Andreas W., O’Sullivan, Justin M.
Publicado 2021