Eleni I. Georga

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 19

Top Topics

Regression Algorithm

Diabetes Mellitus

Clinical Practice

Gradient Boosting

Top Venues

Medical Biol. Eng. Comput.

PervasiveHealth

Publications

Laura Lopez-Perez, Eleni I. Georga, Carlo Conti, Victor Vicente, Rebeca García, Leandro Pecchia, Dimitrios I. Fotiadis, Lisa Licitra, María Fernanda Cabrera, María Teresa Arredondo, Giuseppe Fico
Statistical and machine learning methods for cancer research and clinical practice: A systematic review. Biomed. Signal Process. Control. 92 (2024)
Fotios S. Konstantakopoulos, Daphne N. Katsarou, Eleni I. Georga, Maria Christou, Stelios Tigas, Dimitrios I. Fotiadis
Personalized Clustering of Glucose Time Series in Patients with Type-1 Diabetes Mellitus Using Self Organized Maps During Nocturnal Sleep. BIBE (2023)
Fotios S. Konstantakopoulos, Eleni I. Georga, Nikolaos S. Tachos, Dimitrios I. Fotiadis
Weight Estimation of Mediterranean Food Images using Random Forest Regression Algorithm. EMBC (2023)
Fotis Konstantakopoulos, Eleni I. Georga, Kostis E. Tzanettis, Konstantinos A. Kokkinopoulos, Stefanos K. Raptis, Klearchos A. Michaloglou, Dimitrios I. Fotiadis
GlucoseML Mobile Application for Automated Dietary Assessment of Mediterranean Food. EMBC (2022)
Daphne N. Katsarou, Eleni I. Georga, Maria Christou, Stelios Tigas, Costas Papaloukas, Dimitrios I. Fotiadis
An Exploratory Study of the Value of Vital Signs on the Short-Term Prediction of Subcutaneous Glucose Concentration in Type 1 Diabetes - The GlucoseML Study. PervasiveHealth (2022)
Daphne N. Katsarou, Eleni I. Georga, Maria Christou, Stelios Tigas, Costas Papaloukas, Dimitrios I. Fotiadis
Short Term Glucose Prediction in Patients with Type 1 Diabetes Mellitus. EMBC (2022)
Fotios S. Konstantakopoulos, Eleni I. Georga, Dimitrios I. Fotiadis
Multiclass Semantic Segmentation of Mediterranean Food Images. PervasiveHealth (2022)
Fotis Konstantakopoulos, Eleni I. Georga, Dimitrios I. Fotiadis
Mediterranean Food Image Recognition Using Deep Convolutional Networks. EMBC (2021)
Fotis Konstantakopoulos, Eleni I. Georga, Dimitrios I. Fotiadis
3D Reconstruction and Volume Estimation of Food using Stereo Vision Techniques. BIBE (2021)
Vassiliki I. Kigka, Antonis I. Sakellarios, Eleni I. Georga, Panagiotis K. Siogkas, Panagiota Tsompou, Savvas K. Kyriakidis, Silvia Rocchiccioli, Gualtiero Pelosi, Katerina K. Naka, Lampros K. Michalis, Dimitrios I. Fotiadis
Site specific prediction of PCI stenting based on imaging and biomechanics data using gradient boosting tree ensembles. EMBC (2020)
Eleni I. Georga, Dimitrios A. Gatsios, Vassilios D. Tsakanikas, Konstantina D. Kourou, Matthew Liston, Marousa Pavlou, Dimitrios Kikidis, Athanasios Bibas, Christos Nikitas, Doris Eva Bamiou, Dimitrios I. Fotiadis
A Dynamic Bayesian Network Approach to Behavioral Modelling of Elderly People during a Home-based Augmented Reality Balance Physiotherapy Programme. EMBC (2020)
Eleni I. Georga, José C. Príncipe, Dimitrios I. Fotiadis
Short-term prediction of glucose in type 1 diabetes using kernel adaptive filters. Medical Biol. Eng. Comput. 57 (1) (2019)
Dimitrios A. Gatsios, Eleni I. Georga, Konstantina Kourou, Dimitrios I. Fotiadis, Dimitrios Kikidis, Athanasios Bibas, Christos Nikitas, Matthew Liston, Marousa Pavlou, Doris Eva Bamiou, Sergi G. Costafreda
Achieving adherence in home-based rehabilitation with novel human machine interactions that stimulate community-dwelling older adults. PETRA (2019)
Fotis Konstantakopoulos, Eleni I. Georga, Kostas Klampanas, Dimitris Rouvalis, Nikolaos Ioannou, Dimitrios I. Fotiadis
Automatic Estimation of the Nutritional Composition of Foods as Part of the GlucoseML Type 1 Diabetes Self-Management System. BIBE (2019)
Antonis I. Sakellarios, Panagiotis K. Siogkas, Eleni I. Georga, Nikolaos S. Tachos, Vassiliki Kigka, Panagiota Tsompou, Ioannis O. Andrikos, Georgia S. Karanasiou, Silvia Rocchiccioli, Joao Correia, Gualtiero Pelosi, Paolo Stofella, Nenad Filipovic, Oberdan Parodi, Dimitrios I. Fotiadis
A Clinical Decision Support Platform for the Risk Stratification, Diagnosis, and Prediction of Coronary Artery Disease Evolution. EMBC (2018)
Vassiliki I. Kigka, Eleni I. Georga, Antonis I. Sakellarios, Nikolaos S. Tachos, Ioannis O. Andrikos, Panagiota Tsompou, Silvia Rocchiccioli, Gualtiero Pelosi, Oberdan Parodi, Lampros K. Michalis, Dimitrios I. Fotiadis
A Machine Learning Approach for the Prediction of the Progression of Cardiovascular Disease based on Clinical and Non-Invasive Imaging Data. EMBC (2018)
Georgios I. Gogolos, Eleni I. Georga, Evangelos C. Rizos, Dimitrios I. Fotiadis
An mhealth Platform to Evaluate Glycaemic Variability in Type 1 Diabetes. BIBE (2017)
Eleni I. Georga, José C. Príncipe, Evangelos C. Rizos, Dimitrios I. Fotiadis
Kernel-based adaptive learning improves accuracy of glucose predictive modelling in type 1 diabetes: A proof-of-concept study. EMBC (2017)
Eleni I. Georga, José C. Príncipe, Demosthenes Polyzos, Dimitrios I. Fotiadis
Non-linear dynamic modeling of glucose in type 1 diabetes with kernel adaptive filters. EMBC (2016)
Eleni I. Georga, Vasilios C. Protopappas, Demosthenes Polyzos, Dimitrios I. Fotiadis
Evaluation of short-term predictors of glucose concentration in type 1 diabetes combining feature ranking with regression models. Medical Biol. Eng. Comput. 53 (12) (2015)
Eleni I. Georga, Vasilios C. Protopappas, Demosthenes Polyzos, Dimitrios I. Fotiadis
Online prediction of glucose concentration in type 1 diabetes using extreme learning machines. EMBC (2015)
Eleni I. Georga, Vasilios C. Protopappas, Christos Bellos, Vassiliki T. Potsika, Dimitrios I. Fotiadis, Eleni Arvaniti, Dimitrios Makriyiannis
Development of a smart environment for diabetes data analysis and new knowledge mining. MobiHealth (2014)
Eleni I. Georga, Vasilios C. Protopappas, Stavroula G. Mougiakakou, Dimitrios I. Fotiadis
Short-term vs. long-term analysis of diabetes data: Application of machine learning and data mining techniques. BIBE (2013)
Stelios Sotiriadis, Euripides G. M. Petrakis, Stefan Covaci, Paolo Zampognaro, Eleni I. Georga, Christoph Thuemmler
An architecture for designing Future Internet (FI) applications in sensitive domains: Expressing the software to data paradigm by utilizing hybrid cloud technology. BIBE (2013)
Eleni I. Georga, Vasilios C. Protopappas, Diego Ardigò, Michela Marina, Ivana Zavaroni, Demosthenes Polyzos, Dimitrios I. Fotiadis
Multivariate Prediction of Subcutaneous Glucose Concentration in Type 1 Diabetes Patients Based on Support Vector Regression. IEEE J. Biomed. Health Informatics 17 (1) (2013)
Eleni I. Georga, Vasilios C. Protopappas, Demosthenes Polyzos, Dimitrios I. Fotiadis
A predictive model of subcutaneous glucose concentration in type 1 diabetes based on Random Forests. EMBC (2012)
Eleni I. Georga, Vasilios C. Protopappas, Dimitrios I. Fotiadis
Predictive Metabolic Modeling for Type 1 Diabetes Using Free-Living Data on Mobile Devices. MobiHealth (2010)