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Jackie Elliott
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2020 – today
- 2023
- [j7]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: 106535 (2023) - 2022
- [j6]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: 105361 (2022) - [j5]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): 8757 (2022) - [j4]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): 2758-2769 (2022) - 2020
- [j3]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): 2932-2941 (2020) - [j2]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): 2984-2992 (2020) - [c2]Hoda Nemat, Heydar Khadem, Jackie Elliott, Mohammed Benaissa:
Data Fusion of Activity and CGM for Predicting Blood Glucose Levels. KDH@ECAI 2020: 120-124 - [c1]Heydar Khadem, Hoda Nemat, Jackie Elliott, Mohammed Benaissa:
Multi-lag Stacking for Blood Glucose Level Prediction. KDH@ECAI 2020: 146-150
2010 – 2019
- 2016
- [j1]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: 92 (2016)
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