Eleni I. Georga
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Multivariate prediction of subcutaneous glucose concentration in type 1 diabetes patients based on support vector regression
EI Georga, VC Protopappas, D Ardigo, M Marina, I Zavaroni, D Polyzos, ...
IEEE journal of biomedical and health informatics 17 (1), 71-81, 2012
1272012
Data mining for blood glucose prediction and knowledge discovery in diabetic patients: The METABO diabetes modeling and management system
E Georga, V Protopappas, A Guillen, G Fico, D Ardigo, MT Arredondo, ...
2009 annual international conference of the IEEE engineering in medicine and …, 2009
712009
Evaluation of short-term predictors of glucose concentration in type 1 diabetes combining feature ranking with regression models
EI Georga, VC Protopappas, D Polyzos, DI Fotiadis
Medical & biological engineering & computing 53 (12), 1305-1318, 2015
562015
Glucose prediction in type 1 and type 2 diabetic patients using data driven techniques
EI Georga, VC Protopappas, DI Fotiadis
Knowledge-oriented applications in data mining, 277-296, 2011
512011
A glucose model based on support vector regression for the prediction of hypoglycemic events under free-living conditions
EI Georga, VC Protopappas, D Ardigo, D Polyzos, DI Fotiadis
Diabetes technology & therapeutics 15 (8), 634-643, 2013
442013
A predictive model of subcutaneous glucose concentration in type 1 diabetes based on random forests
EI Georga, VC Protopappas, D Polyzos, DI Fotiadis
2012 Annual International Conference of the IEEE Engineering in Medicine and …, 2012
392012
Wearable systems and mobile applications for diabetes disease management
EI Georga, VC Protopappas, CV Bellos, DI Fotiadis
Health and Technology 4 (2), 101-112, 2014
342014
An architecture for designing Future Internet (FI) applications in sensitive domains: Expressing the Software to data paradigm by utilizing hybrid cloud technology
S Sotiriadis, EGM Petrakis, S Covaci, P Zampognaro, E Georga, ...
13th IEEE International Conference on BioInformatics and BioEngineering, 1-6, 2013
282013
Online prediction of glucose concentration in type 1 diabetes using extreme learning machines
EI Georga, VC Protopappas, D Polyzos, DI Fotiadis
2015 37th Annual International Conference of the IEEE Engineering in …, 2015
252015
Prediction of glucose concentration in type 1 diabetic patients using support vector regression
EI Georga, VC Protopappas, D Polyzos
Proceedings of the 10th IEEE International Conference on Information …, 2010
172010
Predictive modeling of glucose metabolism using free-living data of type 1 diabetic patients
EI Georga, VC Protopappas, D Polyzos, DI Fotiadis
2010 Annual International Conference of the IEEE Engineering in Medicine and …, 2010
172010
Artificial intelligence and data mining methods for cardiovascular risk prediction
EI Georga, NS Tachos, AI Sakellarios, VI Kigka, TP Exarchos, G Pelosi, ...
Cardiovascular Computing—Methodologies and Clinical Applications, 279-301, 2019
162019
Short-term vs. long-term analysis of diabetes data: Application of machine learning and data mining techniques
EI Georga, VC Protopappas, SG Mougiakakou, DI Fotiadis
13th IEEE International Conference on BioInformatics and BioEngineering, 1-4, 2013
152013
Short-term prediction of glucose in type 1 diabetes using kernel adaptive filters
EI Georga, JC Príncipe, DI Fotiadis
Medical & biological engineering & computing 57 (1), 27-46, 2019
92019
Cohort harmonization and integrative analysis from a biomedical engineering perspective
KD Kourou, VC Pezoulas, EI Georga, TP Exarchos, P Tsanakas, ...
IEEE reviews in biomedical engineering 12, 303-318, 2018
92018
Non-linear dynamic modeling of glucose in type 1 diabetes with kernel adaptive filters
EI Georga, JC Principe, D Polyzos, DI Fotiadis
2016 38th Annual International Conference of the IEEE Engineering in …, 2016
92016
Personalized Predictive Modeling in Type 1 Diabetes
EI Georga, DI Fotiadis, SK Tigas
Academic Press, 2017
62017
A clinical decision support platform for the risk stratification, diagnosis, and prediction of coronary artery disease evolution
A Sakellarios, P Siogkas, E Georga, N Tachos, V Kigka, P Tsompou, ...
2018 40th Annual International Conference of the IEEE Engineering in …, 2018
52018
Development of a smart environment for diabetes data analysis and new knowledge mining
EI Georga, VC Protopappas, CV Bellos, VT Potsika, DI Fotiadis, E Arvaniti, ...
2014 4th International Conference on Wireless Mobile Communication and …, 2014
52014
A machine learning approach for the prediction of the progression of cardiovascular disease based on clinical and non-invasive imaging data
VI Kigka, EI Georga, AI Sakellarios, NS Tachos, I Andrikos, P Tsompou, ...
2018 40th Annual International Conference of the IEEE Engineering in …, 2018
42018
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