Feasibility study of portable technology for weight loss and HbA1c control in type 2 diabetes. - Claire L. Bentley; Olubukola Otesile; Ruth Bacigalupo; Jackie Elliott; Hayley Noble; Mark S. Hawley; Elizabeth A. Williams; Peter Cudd (BMC Medical Informatics Decis. Mak., 2016)

Multi-lag Stacking for Blood Glucose Level Prediction. - Heydar Khadem; Hoda Nemat; Jackie Elliott; Mohammed Benaissa (KDH@ECAI, 2020)

Data Fusion of Activity and CGM for Predicting Blood Glucose Levels. - Hoda Nemat; Heydar Khadem; Jackie Elliott; Mohammed Benaissa (KDH@ECAI, 2020)

Intelligent Data-Driven Model for Diabetes Diurnal Patterns Analysis. - Mohammad R. Eissa; Tim Good; Jackie Elliott; Mohammed Benaissa (IEEE J. Biomed. Health Informatics, 2020)

A Deep Neural Network Application for Improved Prediction of $ text{HbA}_{ text{1c}}$ in Type 1 Diabetes. - Aleksandr Zaitcev; Mohammad R. Eissa; Zheng Hui; Tim Good; Jackie Elliott; Mohammed Benaissa (IEEE J. Biomed. Health Informatics, 2020)

COVID-19 mortality risk assessments for individuals with and without diabetes mellitus: Machine learning models integrated with interpretation framework. - Heydar Khadem; Hoda Nemat; Mohammad R. Eissa; Jackie Elliott; Mohammed Benaissa (Comput. Biol. Medicine, 2022)

Interpretable Machine Learning for Inpatient COVID-19 Mortality Risk Assessments: Diabetes Mellitus Exclusive Interplay. - Heydar Khadem; Hoda Nemat; Jackie Elliott; Mohammed Benaissa (Sensors, 2022)

Blood Glucose Level Prediction: Advanced Deep-Ensemble Learning Approach. - Hoda Nemat; Heydar Khadem; Mohammad R. Eissa; Jackie Elliott; Mohammed Benaissa (IEEE J. Biomed. Health Informatics, 2022)

Causality analysis in type 1 diabetes mellitus with application to blood glucose level prediction. - Hoda Nemat; Heydar Khadem; Jackie Elliott; Mohammed Benaissa (Comput. Biol. Medicine, 2023)

Physical Activity Integration in Blood Glucose Level Prediction: Different Levels of Data Fusion. - Hoda Nemat; Heydar Khadem; Jackie Elliott; Mohammed Benaissa (IEEE J. Biomed. Health Informatics, 2025)

Configuration Testing of an Artificial Pancreas System Using a Digital Twin: An Evaluative Case Study. - Richard J. Somers; Neil Walkinshaw; Robert M. Hierons; Jackie Elliott; Ahmed Iqbal; Emma Walkinshaw (Softw. Test. Verification Reliab., 2025)