Publications by authors named "Eleni Georga"

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The Use of Machine Learning and Explainable Artificial Intelligence in Gut Microbiome Research: A Scoping Review.
Hania Tourab, Laura Lopez-Perez, Pena Arroyo-Gallego, Eleni Georga, Miguel Rujas

IEEE J Biomed Health Inform· October 2025

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A Multimodal Deep Learning Architecture for Estimating Quality of Life for Advanced Cancer Patients Based on Wearable Devices and Patient-Reported Outcome Measures.
Muhammad Salman Haleem, Vasilis Aidonis, Eleni I Georga, Maria Krini, Maria Matsangidou

IEEE J Biomed Health Inform· August 2025

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Correction: A multimodal deep learning architecture for predicting interstitial glucose for effective type 2 diabetes management.
Muhammad Salman Haleem, Daphne Katsarou, Eleni I Georga, George E Dafoulas, Alexandra Bargiota

Sci Rep· August 2025

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A multimodal deep learning architecture for predicting interstitial glucose for effective type 2 diabetes management.
Muhammad Salman Haleem, Daphne Katsarou, Eleni I Georga, George E Dafoulas, Alexandra Bargiota

Sci Rep· July 2025

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Utilizing Machine Learning for the Identification of Pre-Treatment Prognostic Non-Imaging Biomarkers of Cancer Therapy-Related Cardiac Dysfunction in Female Patients with Breast Cancer.
Eleni I Georga, Adam D Kypriadis, Georgia S Karanasiou, Anastasia Constantinidou, Andri Papakonstantinou

Annu Int Conf IEEE Eng Med Biol Soc· July 2025

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Multi-Metric Subgroup Analysis for Glucose Forecasting in Type 1 Diabetes.
Daphne N Katsarou, Eleni I Georga, Stelios Tigas, Costas Papaloukas, Dimitrios I Fotiadis

Annu Int Conf IEEE Eng Med Biol Soc· July 2025

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Unveiling Predictors of Parkinson's Disease Progression: A Machine Learning Approach with Questionnaire and Wearable Device Data.
Orestis D Papagiannopoulos, Eleni I Georga, Eunate Arana Arri, Jon Eneko Idoyaga Uribarrena, Laura Lopez Perez

Annu Int Conf IEEE Eng Med Biol Soc· July 2025

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Identifying Markers of Cardiac Arrythmias in Patients with Diabetes Mellitus Type 2.
Orestis D Papagiannopoulos, Eleni I Georga, Jon Eneko Idoyaga Uribarrena, Eunate Arana Arri, Laura Lopez Perez

Annu Int Conf IEEE Eng Med Biol Soc· July 2025

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A Nutrition Recommendation System based on Reinforcement Learning.
Konstantinos I Mavrokotas, Eleni I Georga, Costas Papaloukas, Dimitrios I Fotiadis

Annu Int Conf IEEE Eng Med Biol Soc· July 2025

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Impact of e-Health Interventions on Mental Health and Quality of Life in Breast Cancer Patients: A Systematic Review and Meta-Analysis of Randomized Controlled Trials.
Alexandros Mitsis, Panagiotis Filis, Georgia Karanasiou, Eleni I Georga, Davide Mauri

Cancers (Basel)· May 2025

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Optimizing hypoglycaemia prediction in type 1 diabetes with Ensemble Machine Learning modeling.
Daphne N Katsarou, Eleni I Georga, Maria A Christou, Panagiota A Christou, Stelios Tigas

BMC Med Inform Decis Mak· January 2025

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Effect of Body Weight on Glycaemic Indices in People with Type 1 Diabetes Using Continuous Glucose Monitoring.
Maria A Christou, Panagiota A Christou, Daphne N Katsarou, Eleni I Georga, Christos Kyriakopoulos

J Clin Med· September 2024

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MedDietAgent: An AI-based Mobile App for Harmonizing Individuals' Dietary Choices with the Mediterranean Diet Pattern.
Fotios S Konstantakopoulos, Michail Sfakianos, Eleni I Georga, Konstantinos I Mavrokotas, Daphne N Katsarou

Annu Int Conf IEEE Eng Med Biol Soc· July 2024

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Glucose Prediction Using Population-based Models and Genetic Data in Type 1 Diabetes Patients.
Daphne N Katsarou, Eleni I Georga, Prodromos Sakaloglou, Maria A Christou, Ioannis Georgiou

Annu Int Conf IEEE Eng Med Biol Soc· July 2024

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A Review of Image-Based Food Recognition and Volume Estimation Artificial Intelligence Systems.
Fotios S Konstantakopoulos, Eleni I Georga, Dimitrios I Fotiadis

IEEE Rev Biomed Eng· January 2024

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A novel approach to estimate the weight of food items based on features extracted from an image using boosting algorithms.
Fotios S Konstantakopoulos, Eleni I Georga, Dimitrios I Fotiadis

Sci Rep· November 2023

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Weight Estimation of Mediterranean Food Images using Random Forest Regression Algorithm.
Fotios S Konstantakopoulos, Eleni I Georga, Nikolaos S Tachos, Dimitrios I Fotiadis

Annu Int Conf IEEE Eng Med Biol Soc· July 2023

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An Automated Image-Based Dietary Assessment System for Mediterranean Foods.
Fotios S Konstantakopoulos, Eleni I Georga, Dimitrios I Fotiadis

IEEE Open J Eng Med Biol· April 2023

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Automated Assessment of Balance Rehabilitation Exercises With a Data-Driven Scoring Model: Algorithm Development and Validation Study.
Vassilios Tsakanikas, Dimitris Gatsios, Athanasios Pardalis, Kostas M Tsiouris, Eleni Georga

JMIR Rehabil Assist Technol· August 2022

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Short Term Glucose Prediction in Patients with Type 1 Diabetes Mellitus.
Daphne N Katsarou, Eleni I Georga, Maria Christou, Stelios Tigas, Costas Papaloukas

Annu Int Conf IEEE Eng Med Biol Soc· July 2022

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GlucoseML Mobile Application for Automated Dietary Assessment of Mediterranean Food.
Fotios S Konstantakopoulos, Eleni I Georga, Kostis E Tzanettis, Konstantinos A Kokkinopoulos, Stefanos K Raptis

Annu Int Conf IEEE Eng Med Biol Soc· July 2022

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Machine Learning Coronary Artery Disease Prediction Based on Imaging and Non-Imaging Data.
Vassiliki I Kigka, Eleni Georga, Vassilis Tsakanikas, Savvas Kyriakidis, Panagiota Tsompou

Diagnostics (Basel)· June 2022

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Mediterranean Food Image Recognition Using Deep Convolutional Networks.
Fotios S Konstantakopoulos, Eleni I Georga, Dimitrios I Fotiadis

Annu Int Conf IEEE Eng Med Biol Soc· November 2021

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Site specific prediction of PCI stenting based on imaging and biomechanics data using gradient boosting tree ensembles.
Vassiliki I Kigka, Antonis I Sakellarios, Eleni I Georga, Panagiotis Siogkas, Panagiota Tsompou

Annu Int Conf IEEE Eng Med Biol Soc· July 2020

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A Dynamic Bayesian Network Approach to Behavioral Modelling of Elderly People during a Home-based Augmented Reality Balance Physiotherapy Programme.
Eleni I Georga, Dimitrios Gatsios, Vasilis Tsakanikas, Konstantina D Kourou, Matthew Liston

Annu Int Conf IEEE Eng Med Biol Soc· July 2020

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