| Comparison of machine learning approaches toward assessing the risk of developing cardiovascular disease as a long-term diabetes complication K Zarkogianni, M Athanasiou, AC Thanopoulou, KS Nikita IEEE journal of biomedical and health informatics 22 (5), 1637-1647, 2017 | 88 | 2017 |
| An explainable XGBoost–based approach towards assessing the risk of cardiovascular disease in patients with Type 2 Diabetes Mellitus M Athanasiou, K Sfrintzeri, K Zarkogianni, AC Thanopoulou, KS Nikita 2020 IEEE 20th International Conference on Bioinformatics and Bioengineering …, 2020 | 80 | 2020 |
| Next-generation healthcare: Enabling technologies for emerging bioelectromagnetics applications A Kiourti, AM Abbosh, M Athanasiou, T Björninen, A Eid, C Furse, K Ito, ... IEEE Open Journal of Antennas and Propagation 3, 363-390, 2022 | 49 | 2022 |
| An ontology-based serious game design for the development of nutrition and food literacy skills K Mitsis, K Zarkogianni, N Bountouni, M Athanasiou, KS Nikita 2019 41st annual international conference of the IEEE Engineering in …, 2019 | 30 | 2019 |
| Interpretability methods of machine learning algorithms with applications in breast cancer diagnosis P Karatza, K Dalakleidi, M Athanasiou, KS Nikita 2021 43rd Annual International Conference of the IEEE Engineering in …, 2021 | 28 | 2021 |
| Long short-term memory–based prediction of the spread of influenza-like illness leveraging surveillance, weather, and twitter data: Model development and validation M Athanasiou, G Fragkozidis, K Zarkogianni, KS Nikita Journal of Medical Internet Research 25, e42519, 2023 | 21 | 2023 |
| The ENDORSE feasibility study: Exploring the use of M-Health, artificial intelligence and serious games for the management of childhood obesity K Zarkogianni, E Chatzidaki, N Polychronaki, E Kalafatis, NC Nicolaides, ... Nutrients 15 (6), 1451, 2023 | 13 | 2023 |
| An lstm-based approach towards automated meal detection from continuous glucose monitoring in type 1 diabetes mellitus M Athanasiou, K Zarkogianni, K Karytsas, KS Nikita 2021 IEEE 21st International Conference on Bioinformatics and Bioengineering …, 2021 | 13 | 2021 |
| Utilizing nullomers in cell-free RNA for early cancer detection A Montgomery, GC Tsiatsianis, I Mouratidis, CSY Chan, M Athanasiou, ... Cancer gene therapy, 1-10, 2024 | 10 | 2024 |
| Stratification of carotid atheromatous plaque using interpretable deep learning methods on B-mode ultrasound images T Ganitidis, M Athanasiou, K Dalakleidi, N Melanitis, S Golemati, KS Nikita 2021 43rd Annual International Conference of the IEEE Engineering in …, 2021 | 9 | 2021 |
| Artificial Intelligence based procedural content generation in serious games for health: The case of childhood obesity E Kalafatis, K Mitsis, K Zarkogianni, M Athanasiou, A Voutetakis, ... International Conference on Wireless Mobile Communication and Healthcare …, 2022 | 6 | 2022 |
| THE ENDORSE FEASIBILITY PILOT TRIAL: ASSESSING THE IMPLEMENTATION OF SERIOUS GAMES STRATEGY AND ARTIFICIAL INTELLIGENCE-BASED TELEMEDICINE IN GLYCEMIC CONTROL IMPROVEMENT. IA Vasilakis, I Kosteria, K Mitsis, K Zarkogianni, L Kalafatis, M Athanasiou, ... Diabetes Technology & Therapeutics 24, A218-A219, 2022 | 3 | 2022 |
| Parenting Styles and Psychosocial Factors of Mother–Child Dyads Participating in the ENDORSE Digital Weight Management Program for Children and Adolescents during the COVID-19 … E Chatzidaki, V Chioti, L Mourtou, G Papavasileiou, RA Kitani, E Kalafatis, ... Children 11 (1), 107, 2024 | 2 | 2024 |
| An interpretable lstm-based prediction model for assessing the risk of hospitalization and re-hospitalization in youth with type 1 diabetes mellitus M Athanasiou, K Zarkogianni, S Monou, I Kosteria, I Vasilakis, ... DIABETES TECHNOLOGY & THERAPEUTICS 23, A27-A28, 2021 | 2 | 2021 |
| A comprehensive approach to empower self-management of health in childhood obesity based on gamification mechanisms and biofeedback K Zarkogianni, M Athanasiou, K Mitsis, E Chatzidaki, N Polychronaki, ... DIABETES TECHNOLOGY & THERAPEUTICS 23, A57-A58, 2021 | 2 | 2021 |
| The Endorse Pilot Trial K Zarkogianni, M Athanasiou, K Mitsis, I Vasilakis, I Kosteria, K Perakis, ... DIABETES TECHNOLOGY & THERAPEUTICS 23, A68-A68, 2021 | 2 | 2021 |
| Ανάπτυξη ελεγκτή γλυκόζης για άτομα με σακχαρώδη διαβήτη τύπου 1: Χρήση αναλογικού διαφορικού ελέγχου με εξασθένηση μνήμης Μ Αθανασίου | 2 | 2016 |
| Sustaining model performance for covid-19 detection from dynamic audio data: Development and evaluation of a comprehensive drift-adaptive framework T Ganitidis, M Athanasiou, K Mitsis, K Zarkogianni, KS Nikita arXiv preprint arXiv:2409.19300, 2024 | 1 | 2024 |
| Development of personalized interpretable multilevel prediction models for the risk assessment of hypoglycemia in Type 1 Diabetes M Athanasiou, N Myropoulou, K Zarkogianni, KS Nikita 2024 46th Annual International Conference of the IEEE Engineering in …, 2024 | 1 | 2024 |
| A comprehensive interpretable machine learning framework for Mild Cognitive Impairment and Alzheimer's disease diagnosis ME Vlontzou, M Athanasiou, K Dalakleidi, I Skampardoni, C Davatzikos, ... arXiv preprint arXiv:2412.09376, 2024 | | 2024 |
Konstantia ZarkogianniNational Technical University of Athensbiosim.ntua.gr üzerinde doğrulanmış e-posta adresine sahip