Eleni I. Georga

ScholarGPS® ID: 34763252534903

Affiliation
University of Ioannina, Ioannina, Greece
Affiliation History

Field
Engineering and Computer Science
Discipline
Materials Science and Engineering
Top Specialties
Diabetes | Glucose | Bioinformatics | Machine Learning | Data Mining | MHealth | Chronic Condition
Metrics Summary
Publication Count
63
Predicted Citations
883
Predicted h-index
15
Ranking

Publications and Citation History

Publications based on Top Specialties

Types of Publication

  • Publications
  • Books
  • Patents
  • NIH/NSF
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Statistical and machine learning methods for cancer research and clinical practice: A systematic review (journal article)
Lopez-Perez, Laura | Georga, Eleni | Conti, Carlo | Vicente, Victor | García, Rebeca | Pecchia, Leandro | Fotiadis, Dimitris | Licitra, Lisa | Cabrera, Maria Fernanda | Arredondo, Maria Teresa | Fico, Giuseppe
Biomedical Signal Processing and Control, volume 92 (2024).
10.1016/j.bspc.2024.106067
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A Review of Image-Based Food Recognition and Volume Estimation Artificial Intelligence Systems (journal article)
Konstantakopoulos, Fotios S. | Georga, Eleni I. | Fotiadis, Dimitrios I.
IEEE Reviews in Biomedical Engineering, volume 17 (2024).
10.1109/RBME.2023.3283149
Cited by (10) | Cite | Source
Personalized Clustering of Glucose Time Series in Patients with Type-1 Diabetes Mellitus Using Self Organized Maps During Nocturnal Sleep (conference)
Konstantakopoulos, Fotios S. | Katsarou, Daphne N. | Georga, Eleni I. | Christou, Maria | Tigas, Stelios | Fotiadis, Dimitrios I.
2023 IEEE 23rd International Conference on Bioinformatics and Bioengineering (BIBE) (2023)
Dayton, OH, USA
10.1109/BIBE60311.2023.00055
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A novel approach to estimate the weight of food items based on features extracted from an image using boosting algorithms (journal article)
Konstantakopoulos, Fotios S. | Georga, Eleni I. | Fotiadis, Dimitrios I.
Scientific Reports, volume 13, issue 1 (2023).
10.1038/s41598-023-47885-0
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Weight Estimation of Mediterranean Food Images using Random Forest Regression Algorithm* (conference)
Konstantakopoulos, Fotios S. | Georga, Eleni I. | Tachos, Nikolaos S. | Fotiadis, Dimitrios I.
2023 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) (2023)
Sydney, Australia
10.1109/EMBC40787.2023.10340040
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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 (book chapter)
In Pervasive Computing Technologies for Healthcare
Katsarou, Daphne N. | Georga, Eleni I. | Christou, Maria | Tigas, Stelios | Papaloukas, Costas | Fotiadis, Dimitrios I.
Springer Nature Switzerland (2023)
10.1007/978-3-031-34586-9_30
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Multiclass Semantic Segmentation of Mediterranean Food Images (book chapter)
In Pervasive Computing Technologies for Healthcare
Konstantakopoulos, Fotios S. | Georga, Eleni I. | Fotiadis, Dimitrios I.
Springer Nature Switzerland (2023)
10.1007/978-3-031-34586-9_4
Cited by (1) | Cite | Source
An Automated Image-Based Dietary Assessment System for Mediterranean Foods (journal article)
Konstantakopoulos, Fotios S. | Georga, Eleni I. | Fotiadis, Dimitrios I.
IEEE Open Journal of Engineering in Medicine and Biology, volume 4 (2023).
10.1109/OJEMB.2023.3266135
Cited by (11) | Cite | Source
GlucoseML Mobile Application for Automated Dietary Assessment of Mediterranean Food (conference)
Konstantakopoulos, Fotios S. | Georga, Eleni I. | Tzanettis, Kostis E. | Kokkinopoulos, Konstantinos A. | Raptis, Stefanos K. | Michaloglou, Klearchos A. | Fotiadis, Dimitrios I.
2022 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) (2022)
Glasgow, Scotland, United Kingdom
10.1109/EMBC48229.2022.9871732
Cited by (6) | Cite | Source
Short Term Glucose Prediction in Patients with Type 1 Diabetes Mellitus (conference)
Katsarou, Daphne N. | Georga, Eleni I. | Christou, Maria | Tigas, Stelios | Papaloukas, Costas | Fotiadis, Dimitrios I.
2022 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) (2022)
Glasgow, Scotland, United Kingdom
10.1109/EMBC48229.2022.9870889
Cited by (4) | Cite | Source
Analysis of the sentiments of the participants in a clinical study to evaluate a balance rehabilitation intervention delivered by a Virtual Coach (conference)
Roumpi, Maria | Gatsios, Dimitrios | Tsakanikas, Vassilios D. | Tsiouris, Kostas M. | Georga, Eleni I. | Bamiou, Doris-Eva | Pavlou, Marousa | Nikitas, Christos | Kikidis, Dimitris | Walz, Isabelle | ... | Fotiadis, Dimitrios I.
2022 IEEE 21st Mediterranean Electrotechnical Conference (MELECON) (2022)
Palermo, Italy
10.1109/MELECON53508.2022.9842873
Cited by (1) | Cite | Source
Machine Learning Coronary Artery Disease Prediction Based on Imaging and Non-Imaging Data (journal article)
Kigka, Vassiliki I. | Georga, Eleni | Tsakanikas, Vassilis | Kyriakidis, Savvas | Tsompou, Panagiota | Siogkas, Panagiotis | Michalis, Lampros K. | Naka, Katerina K. | Neglia, Danilo | Rocchiccioli, Silvia | ... | Sakellarios, Antonis
Diagnostics, volume 12, issue 6, pages 1466- (2022).
10.3390/diagnostics12061466
Cited by (4) | Cite | Source
Glucose prediction model based on continuous glucose monitoring in patients with type 1 diabetes mellitus: GlucoseML study preliminary results (journal article)
Christou, Maria | Katsarou, Daphne N. | Georga, Eleni I. | Zisidis, Christos | Siolos, Athanasios | Papaloukas, Costas | Tigas, Stelios | Fotiadis, Dimitrios I.
Endocrine Abstracts (2022).
10.1530/endoabs.81.P54
Cited by (1) | Cite | Source
Toward a Symbolic AI Approach to the WHO/ACSM Physical Activity & Sedentary Behavior Guidelines (journal article)
Allocca, Carlo | Jilali, Samia | Ail, Rohit | Lee, Jaehun | Kim, Byungho | Antonini, Alessio | Motta, Enrico | Schellong, Julia | Stieler, Lisa | Haleem, Muhammad Salman | ... | Fico, Giuseppe
Applied Sciences, volume 12, issue 4, pages 1776- (2022).
10.3390/app12041776
Cited by (2) | Cite | Source
Automated Assessment of Balance Rehabilitation Exercises With a Data-Driven Scoring Model: Algorithm Development and Validation Study (journal article)
Tsakanikas, Vassilios | Gatsios, Dimitris | Pardalis, Athanasios | Tsiouris, Kostas M | Georga, Eleni | Bamiou, Doris-Eva | Pavlou, Marousa | Nikitas, Christos | Kikidis, Dimitrios | Walz, Isabelle | ... | Fotiadis, Dimitrios
JMIR Rehabilitation and Assistive Technologies, volume 9, issue 3, pages e37229- (2022).
10.2196/37229
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Management of Obese Pediatric Patients in the Digital Era (book chapter)
In Research Anthology on Pediatric and Adolescent Medicine
Vlachopapadopoulou, Elpis | Georga, Eleni I. | Fotiadis, Dimitrios I.
IGI Global (2022)
10.4018/978-1-6684-5360-5.ch026
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Mediterranean Food Image Recognition Using Deep Convolutional Networks (conference)
Konstantakopoulos, Fotios S. | Georga, Eleni I. | Fotiadis, Dimitrios I.
2021 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) (2021)
Mexico
10.1109/EMBC46164.2021.9630481
Cited by (8) | Cite | Source
3D Reconstruction and Volume Estimation of Food using Stereo Vision Techniques (conference)
Konstantakopoulos, Fotis | Georga, Eleni I. | Fotiadis, Dimitrios I.
2021 IEEE 21st International Conference on Bioinformatics and Bioengineering (BIBE) (2021)
Kragujevac, Serbia
10.1109/BIBE52308.2021.9635418
Cited by (8) | Cite | Source
Site specific prediction of PCI stenting based on imaging and biomechanics data using gradient boosting tree ensembles (conference)
Kigka, Vassiliki I. | Sakellarios, Antonis I. | Georga, Eleni I. | Siogkas, Panagiotis | Tsompou, Panagiota | Kyriakidis, Savvas | Rocchiccioli, Silvia | Pelosi, Gualtiero | Naka, Katerina | Michalis, Lampros K. | Fotiadis, Dimitrios I.
2020 42nd Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) in conjunction with the 43rd Annual Conference of the Canadian Medical and Biological Engineering Society (2020)
Montreal, QC, Canada
10.1109/EMBC44109.2020.9175612
Cited by (1) | Cite | Source
A Dynamic Bayesian Network Approach to Behavioral Modelling of Elderly People during a Home-based Augmented Reality Balance Physiotherapy Programme (conference)
Georga, Eleni I. | Gatsios, Dimitrios | Tsakanikas, Vasilis | Kourou, Konstantina D. | Liston, Matthew | Pavlou, Marousa | Kikidis, Dimitrios | Bibas, Athanasios | Nikitas, Christos | Bamiou, Doris Eva | Fotiadis, Dimitrios I.
2020 42nd Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) in conjunction with the 43rd Annual Conference of the Canadian Medical and Biological Engineering Society (2020)
Montreal, QC, Canada
10.1109/EMBC44109.2020.9175435
Cite | Source