Predicting Lymphoma Development by Exploiting Genetic Variants and Clinical Findings in a Machine Learning-Based Methodology With Ensemble Classifiers in a Cohort of Sjögren's Syndrome Patients
Kourou, Konstantina D., Pezoulas, Vasileios C., Georga, Eleni I., Exarchos, Themis, Papaloukas, Costas, Voulgarelis, Michalis, Goules, Andreas, Nezos, Andrianos, Tzioufas, Athanasios G., Moutsopoulos, Earalampos M., Mavragani, Clio, Fotiadis, Dimitrios I.
Published in IEEE open journal of engineering in medicine and biology (01.01.2020)
Published in IEEE open journal of engineering in medicine and biology (01.01.2020)
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Journal Article
Evaluation of short-term predictors of glucose concentration in type 1 diabetes combining feature ranking with regression models
Georga, Eleni I., Protopappas, Vasilios C., Polyzos, Demosthenes, Fotiadis, Dimitrios I.
Published in Medical & biological engineering & computing (01.12.2015)
Published in Medical & biological engineering & computing (01.12.2015)
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Journal Article
A glucose model based on support vector regression for the prediction of hypoglycemic events under free-living conditions
Georga, Eleni I, Protopappas, Vasilios C, Ardigò, Diego, Polyzos, Demosthenes, Fotiadis, Dimitrios I
Published in Diabetes technology & therapeutics (01.08.2013)
Published in Diabetes technology & therapeutics (01.08.2013)
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Journal Article
Effect of Body Weight on Glycaemic Indices in People with Type 1 Diabetes Using Continuous Glucose Monitoring
Christou, Maria A, Christou, Panagiota A, Katsarou, Daphne N, Georga, Eleni I, Kyriakopoulos, Christos, Markozannes, Georgios, Christou, Georgios A, Fotiadis, Dimitrios I, Tigas, Stelios
Published in Journal of clinical medicine (07.09.2024)
Published in Journal of clinical medicine (07.09.2024)
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Journal Article
Cohort Harmonization and Integrative Analysis From a Biomedical Engineering Perspective
Kourou, Konstadina D., Pezoulas, Vasileios C., Georga, Eleni I., Exarchos, Themis P., Tsanakas, Panayiotis, Tsiknakis, Manolis, Varvarigou, Theodora, De Vita, Salvatore, Tzioufas, Athanasios, Fotiadis, Dimitrios I.
Published in IEEE reviews in biomedical engineering (01.01.2019)
Published in IEEE reviews in biomedical engineering (01.01.2019)
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Journal Article
Wearable systems and mobile applications for diabetes disease management
Georga, Eleni I., Protopappas, Vasilios C., Bellos, Christos V., Fotiadis, Dimitrios I.
Published in Health and technology (01.08.2014)
Published in Health and technology (01.08.2014)
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Journal Article
Prediction of glucose concentration in type 1 diabetic patients using support vector regression
Georga, Eleni I, Protopappas, Vasilios C, Polyzos, Demosthenes
Published in Proceedings of the 10th IEEE International Conference on Information Technology and Applications in Biomedicine (01.11.2010)
Published in Proceedings of the 10th IEEE International Conference on Information Technology and Applications in Biomedicine (01.11.2010)
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Conference Proceeding
Personalized Clustering of Glucose Time Series in Patients with Type-1 Diabetes Mellitus Using Self Organized Maps During Nocturnal Sleep
Konstantakopoulos, Fotios S., Katsarou, Daphne N., Georga, Eleni I., Christou, Maria, Tigas, Stelios, Fotiadis, Dimitrios I.
Published in 2023 IEEE 23rd International Conference on Bioinformatics and Bioengineering (BIBE) (04.12.2023)
Published in 2023 IEEE 23rd International Conference on Bioinformatics and Bioengineering (BIBE) (04.12.2023)
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Conference Proceeding
Mediterranean Food Image Recognition Using Deep Convolutional Networks
Konstantakopoulos, Fotios S., Georga, Eleni I., Fotiadis, Dimitrios I.
Published in 2021 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) (01.11.2021)
Published in 2021 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) (01.11.2021)
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Conference Proceeding
Journal Article
Weight Estimation of Mediterranean Food Images using Random Forest Regression Algorithm
Konstantakopoulos, Fotios S., Georga, Eleni I., Tachos, Nikolaos S., Fotiadis, Dimitrios I.
Published in 2023 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) (01.01.2023)
Published in 2023 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) (01.01.2023)
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Conference Proceeding
Journal Article
Short Term Glucose Prediction in Patients with Type 1 Diabetes Mellitus
Katsarou, Daphne N., Georga, Eleni I., Christou, Maria, Tigas, Stelios, Papaloukas, Costas, Fotiadis, Dimitrios I.
Published in 2022 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) (2022)
Published in 2022 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) (2022)
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Conference Proceeding
Non-linear dynamic modeling of glucose in type 1 diabetes with kernel adaptive filters
Georga, Eleni I., Principe, Jose C., Polyzos, Demosthenes, Fotiadis, Dimitrios I.
Published in 2016 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) (01.08.2016)
Published in 2016 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) (01.08.2016)
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Conference Proceeding
Journal Article
Online prediction of glucose concentration in type 1 diabetes using extreme learning machines
Georga, Eleni I., Protopappas, Vasilios C., Polyzos, Demosthenes, Fotiadis, Dimitrios I.
Published in 2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) (01.01.2015)
Published in 2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) (01.01.2015)
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Conference Proceeding
Journal Article
Kernel-based adaptive learning improves accuracy of glucose predictive modelling in type 1 diabetes: A proof-of-concept study
Georga, Eleni I., Principe, Jose C., Rizos, Evangelos C., Fotiadis, Dimitrios I.
Published in 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) (01.07.2017)
Published in 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) (01.07.2017)
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Conference Proceeding
Journal Article
A Machine Learning Approach for the Prediction of the Progression of Cardiovascular Disease based on Clinical and Non-Invasive Imaging Data
Kigka, Vassiliki I., Georga, Eleni I., Sakellarios, Antonis I., Tachos, Nikolaos S., Andrikos, Ioannis, Tsompou, Panagiota, Rocchiccioli, Silvia, Pelosi, Gualtiero, Parodi, Oberdan, Michalis, Lampros K., Fotiadis, Dimitrios I.
Published in 2018 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) (01.07.2018)
Published in 2018 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) (01.07.2018)
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Conference Proceeding
Journal Article