Jackie Elliott

Publication Activity (10 Years)

Years Active: 2016-2023
Publications (10 Years): 9

Top Topics

Top Venues

IEEE J. Biomed. Health Informatics

Comput. Biol. Medicine

BMC Medical Informatics Decis. Mak.

Publications

Hoda Nemat, Heydar Khadem, Jackie Elliott, Mohammed Benaissa
Causality analysis in type 1 diabetes mellitus with application to blood glucose level prediction. Comput. Biol. Medicine 153 (2023)
Heydar Khadem, Hoda Nemat, Mohammad R. Eissa, Jackie Elliott, Mohammed Benaissa
COVID-19 mortality risk assessments for individuals with and without diabetes mellitus: Machine learning models integrated with interpretation framework. Comput. Biol. Medicine 144 (2022)
Hoda Nemat, Heydar Khadem, Mohammad R. Eissa, Jackie Elliott, Mohammed Benaissa
Blood Glucose Level Prediction: Advanced Deep-Ensemble Learning Approach. IEEE J. Biomed. Health Informatics 26 (6) (2022)
Heydar Khadem, Hoda Nemat, Jackie Elliott, Mohammed Benaissa
Interpretable Machine Learning for Inpatient COVID-19 Mortality Risk Assessments: Diabetes Mellitus Exclusive Interplay. Sensors 22 (22) (2022)
Heydar Khadem, Hoda Nemat, Jackie Elliott, Mohammed Benaissa
Multi-lag Stacking for Blood Glucose Level Prediction. KDH@ECAI (2020)
Hoda Nemat, Heydar Khadem, Jackie Elliott, Mohammed Benaissa
Data Fusion of Activity and CGM for Predicting Blood Glucose Levels. KDH@ECAI (2020)
Mohammad R. Eissa, Tim Good, Jackie Elliott, Mohammed Benaissa
Intelligent Data-Driven Model for Diabetes Diurnal Patterns Analysis. IEEE J. Biomed. Health Informatics 24 (10) (2020)
Aleksandr Zaitcev, Mohammad R. Eissa, Zheng Hui, Tim Good, Jackie Elliott, Mohammed Benaissa
A Deep Neural Network Application for Improved Prediction of $\text{HbA}_{\text{1c}}$ in Type 1 Diabetes. IEEE J. Biomed. Health Informatics 24 (10) (2020)
Claire L. Bentley, Olubukola Otesile, Ruth Bacigalupo, Jackie Elliott, Hayley Noble, Mark S. Hawley, Elizabeth A. Williams, Peter Cudd
Feasibility study of portable technology for weight loss and HbA1c control in type 2 diabetes. BMC Medical Informatics Decis. Mak. 16 (2016)