Eleni I. Georga

1.1k citations

49 papers · 660 indexed · h-index 13

Endocrinology, Diabetes and Metabolism top 5%
Health Information Management top 0.5%
Genetics
Artificial Intelligence top 10%
Cardiology and Cardiovascular Medicine

Co-authors: Dimitrios I. Fotiadis Vasilios C. Protopappas Demosthenes Polyzos Diego Ardigò D. Polyzos Ivana Zavaroni Michela Marina José C. Prı́ncipe
Topics: Diabetes Management and Research (19 papers)Artificial Intelligence in Healthcare (10 papers)Nutritional Studies and Diet (9 papers)
Cited by: Health Information Management Endocrinology, Diabetes and Metabolism Biophysics
Journals: Scientific Reports Applied Sciences IEEE Journal of Biomedical and Health Informatics
Partner nations: Greece Italy United Kingdom

In The Last Decade

Eleni I. Georga

44 papers receiving 635 citations

Peers

Countries citing papers authored by Eleni I. Georga

Since Specialization

Citations

This map shows the geographic impact of Eleni I. Georga's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Eleni I. Georga with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Eleni I. Georga more than expected).

Fields of papers citing papers by Eleni I. Georga

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Eleni I. Georga. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Eleni I. Georga. The network helps show where Eleni I. Georga may publish in the future.

Co-authorship network of co-authors of Eleni I. Georga

This figure shows the co-authorship network connecting the top 25 collaborators of Eleni I. Georga. A scholar is included among the top collaborators of Eleni I. Georga based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Eleni I. Georga. Eleni I. Georga is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

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20 of 20 papers shown

#	Work	Indexed citations
1	The Use of Machine Learning and Explainable Artificial Intelligence in Gut Microbiome Research: A Scoping Review 2025 ·IEEE Journal of Biomedical and Health Informatics ·(unknown),(unknown),(unknown),Eleni I. Georga,(unknown),Francesca Romana Ponziani,Macarena Torrego-Ellacuría,(unknown),(unknown),(unknown),Dimitrios I. Fotiadis,Antonio Gasbarrini,María Fernanda Cabrera-Umpiérrez,María Teresa Arredondo,Giuseppe Fico	0
2	A multimodal deep learning architecture for predicting interstitial glucose for effective type 2 diabetes management 2025 ·Scientific Reports ·Muhammad Salman Haleem,(unknown),Eleni I. Georga,George Dafoulas,Αlexandra Bargiota,(unknown),(unknown),Giuseppe Fico,Leandro Pecchia,Dimitrios I. Fotiadis,(unknown),(unknown),(unknown),(unknown),(unknown),(unknown),(unknown),(unknown),Frans Folkvord,(unknown)	0
3	Optimizing hypoglycaemia prediction in type 1 diabetes with Ensemble Machine Learning modeling 2025 ·BMC Medical Informatics and Decision Making ·(unknown),Eleni I. Georga,María Christou,Panagiota A. Christou,Stelios Tigas,Costas Papaloukas,Dimitrios I. Fotiadis	2
4	A Multimodal Deep Learning Architecture for Estimating Quality of Life for Advanced Cancer Patients Based on Wearable Devices and Patient-Reported Outcome Measures 2025 ·IEEE Journal of Biomedical and Health Informatics ·Muhammad Salman Haleem,(unknown),Eleni I. Georga,(unknown),Maria Matsangidou,Angelos P. Kassianos,Constantinos S. Pattichis,(unknown),(unknown),Giuseppe Fico,Leandro Pecchia,Dimitrios I. Fotiadis,(unknown)	0
5	MedDietAgent: An AI-based Mobile App for Harmonizing Individuals' Dietary Choices with the Mediterranean Diet Pattern 2024 ·PubMed ·(unknown),(unknown),Eleni I. Georga,(unknown),(unknown),(unknown),(unknown),(unknown),(unknown),(unknown),(unknown),Dimitrios I. Fotiadis	0
6	A novel approach to estimate the weight of food items based on features extracted from an image using boosting algorithms 2023 ·Scientific Reports ·(unknown),Eleni I. Georga,Dimitrios I. Fotiadis	6
7	Automated Assessment of Balance Rehabilitation Exercises With a Data-Driven Scoring Model: Algorithm Development and Validation Study 2022 ·JMIR Rehabilitation and Assistive Technologies ·Vassilis Tsakanikas,Dimitrios Gatsios,(unknown),Κostas Μ. Tsiouris,Eleni I. Georga,Doris‐Eva Bamiou,Marousa Pavlou,(unknown),Dimitrios Kikidis,(unknown),Christoph Maurer,Dimitrios I. Fotiadis	2
8	Toward a Symbolic AI Approach to the WHO/ACSM Physical Activity & Sedentary Behavior Guidelines 2022 ·Applied Sciences ·(unknown),(unknown),(unknown),Jaehun Lee,(unknown),(unknown),Enrico Motta,Julia Schellong,(unknown),Muhammad Salman Haleem,Eleni I. Georga,Leandro Pecchia,(unknown),Giuseppe Fico	3
9	Short Term Glucose Prediction in Patients with Type 1 Diabetes Mellitus 2022 ·2022 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) ·(unknown),Eleni I. Georga,María Christou,Stelios Tigas,Costas Papaloukas,Dimitrios I. Fotiadis	8
10	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 2020 ·IEEE Open Journal of Engineering in Medicine and Biology ·Κωνσταντίνα Κούρου,Vasileios C. Pezoulas,Eleni I. Georga,(unknown),Costas Papaloukas,Michalis Voulgarelis,Andreas V. Goules,(unknown),Athanasios G. Tzioufas,(unknown),Clio P. Mavragani,Dimitrios I. Fotiadis	5
11	Site specific prediction of PCI stenting based on imaging and biomechanics data using gradient boosting tree ensembles 2020 ·PubMed ·(unknown),Antonis I. Sakellarios,Eleni I. Georga,Panagiotis K. Siogkas,(unknown),(unknown),Silvia Rocchiccioli,Gualtiero Pelosi,Katerina Κ. Naka,Lampros K. Michalis,Dimitrios I. Fotiadis	1
12	Cohort Harmonization and Integrative Analysis From a Biomedical Engineering Perspective 2018 ·IEEE Reviews in Biomedical Engineering ·Κωνσταντίνα Κούρου,Vasileios C. Pezoulas,Eleni I. Georga,Themis P. Exarchos,Panayiotis Tsanakas,Manolis Tsiknakis,Theodora Varvarigou,Salvatore De Vita,Athanasios G. Tzioufas,Dimitrios I. Fotiadis	15
13	Short-term prediction of glucose in type 1 diabetes using kernel adaptive filters 2018 ·Medical & Biological Engineering & Computing ·Eleni I. Georga,José C. Prı́ncipe,Dimitrios I. Fotiadis	23
14	A Machine Learning Approach for the Prediction of the Progression of Cardiovascular Disease based on Clinical and Non-Invasive Imaging Data 2018 ·PubMed ·(unknown),Eleni I. Georga,Antonis I. Sakellarios,Nikolaos S. Tachos,(unknown),(unknown),Silvia Rocchiccioli,Gualtiero Pelosi,Oberdan Parodi,Lampros K. Michalis,Dimitrios I. Fotiadis	6
15	Evaluation of short-term predictors of glucose concentration in type 1 diabetes combining feature ranking with regression models 2015 ·Medical & Biological Engineering & Computing ·Eleni I. Georga,Vasilios C. Protopappas,Demosthenes Polyzos,Dimitrios I. Fotiadis	72
16	Development of a smart environment for diabetes data analysis and new knowledge mining 2014 ·Eleni I. Georga,Vasilios C. Protopappas,(unknown),(unknown),Dimitrios I. Fotiadis,(unknown),(unknown)	2
17	Wearable systems and mobile applications for diabetes disease management 2014 ·Health and Technology ·Eleni I. Georga,Vasilios C. Protopappas,(unknown),Dimitrios I. Fotiadis	26
18	Predictive Metabolic Modeling for Type 1 Diabetes Using Free-Living Data on Mobile Devices 2012 ·Eleni I. Georga,Vasilios C. Protopappas,Dimitrios I. Fotiadis	1
19	A predictive model of subcutaneous glucose concentration in type 1 diabetes based on Random Forests 2012 ·PubMed ·Eleni I. Georga,Vasilios C. Protopappas,D. Polyzos,Dimitrios I. Fotiadis	35
20	Predictive modeling of glucose metabolism using free-living data of type 1 diabetic patients 2010 ·PubMed ·Eleni I. Georga,Vasilios C. Protopappas,Demosthenes Polyzos,Dimitrios I. Fotiadis	8

About Eleni I. Georga

Eleni I. Georga is a scholar working on Health Information Management, Endocrinology, Diabetes and Metabolism and Health Informatics, having authored 49 papers that have together received 660 indexed citations. Recurring topics across this work include Diabetes Management and Research (19 papers), Artificial Intelligence in Healthcare (10 papers) and Nutritional Studies and Diet (9 papers). The work is most often cited by research in Health Information Management (198 citations), Endocrinology, Diabetes and Metabolism (322 citations) and Biophysics (32 citations). Eleni I. Georga has collaborated with scholars based in Greece, Italy and United Kingdom. Frequent co-authors include Dimitrios I. Fotiadis, Vasilios C. Protopappas, Demosthenes Polyzos, Diego Ardigò, D. Polyzos, Ivana Zavaroni, Michela Marina, Dimitrios I. Fotiadis, José C. Prı́ncipe and Giuseppe Fico. Their work appears in journals such as Scientific Reports, Applied Sciences and IEEE Journal of Biomedical and Health Informatics.

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