Type-2 Diabetes Mellitus Diagnosis from Time Series Clinical Data Using Deep Learning Models. - Zakhriya Alhassan; A. Stephen McGough; Riyad Alshammari; Tahani Daghstani; David Budgen; Noura Al Moubayed (ICANN (3), 2018)

Stacked Denoising Autoencoders for Mortality Risk Prediction Using Imbalanced Clinical Data. - Zakhriya Alhassan; David Budgen; Riyad Alshammari; Tahani Daghstani; A. Stephen McGough; Noura Al Moubayed (ICMLA, 2018)

Collaborative Denoising Autoencoder for High Glycated Haemoglobin Prediction. - Zakhriya Alhassan; David Budgen; Ali Alessa; Riyad Alshammari; Tahani Daghstani; Noura Al Moubayed (ICANN (Workshop), 2019)