Eleni I. Georga
Title
Cited by
Cited by
Year
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
1192012
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
692009
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
502011
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
452015
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
382013
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
352012
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
332014
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
272013
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
242015
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
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
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
152010
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
132019
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
72018
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
72016
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
62019
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 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
42018
Personalized Predictive Modeling in Type 1 Diabetes
EI Georga, DI Fotiadis, SK Tigas
Academic Press, 2017
42017
Kernel-based adaptive learning improves accuracy of glucose predictive modelling in type 1 diabetes: a proof-of-concept study
EI Georga, JC Príncipe, EC Rizos, DI Fotiadis
2017 39th Annual International Conference of the IEEE Engineering in …, 2017
42017
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