Predicting oxygen saturation levels in blood using autoregressive models: A threshold metric for evaluating predictive models. - Hisham ElMoaqet; Dawn M. Tilbury; Satya-Krishna Ramachandran (ACC, 2013)

A novel dynamic model to predict abnormal oxygen desaturations in blood. - Hisham ElMoaqet; Dawn M. Tilbury; Satya-Krishna Ramachandran (MeMeA, 2014)

A Probabilistic Approach for Evaluating Predictions of Critical Levels in Physiological Time Series. - Hisham ElMoaqet; Dawn M. Tilbury; Satya-Krishna Ramachandran (ACC, 2016)

A new algorithm for the detection of sleep apnea events in respiration signals. - Jungyoon Kim; Hisham ElMoaqet; Dawn M. Tilbury; Satya-Krishna Ramachandran (EMBC, 2016)

Multi-Step Ahead Predictions for Critical Levels in Physiological Time Series. - Hisham ElMoaqet; Dawn M. Tilbury; Satya-Krishna Ramachandran (IEEE Trans. Cybern., 2016)