Publications
2022
Spyretta Golemati, Amalia Yanni, Nikolaos N. Tsiaparas, Symeon Lechareas, Ioannis S. Vlachos, Demosthenes D. Cokkinos, Miltiadis Krokidis, Konstantina S. Nikita, Despina Perrea, Achilles Chatziioannou. “CurveletTransform–Based Texture Analysis of Carotid B-mode Ultrasound Images in Asymptomatic Men With Moderate and Severe Stenoses: A Preliminary Clinical Study”. Ultrasound in Medicine & Biology, vol. 48, pp. 78-90, 2022.
Nikita, Konstantina S.. “IEEE Open Journal of Antennas and Propagation: Reflections Two Years on”. IEEE Open Journal of Antennas and Propagation, vol. 3, pp. 1-3, 2022.
Mitsis, Konstantinos, Zarkogianni, Konstantia, Kalafatis, Eleftherios, Dalakleidi, Kalliopi, Jaafar, Amyn, Mourkousis, Georgios, Nikita, Konstantina S.. “A Multimodal Approach for Real Time Recognition of Engagement towards Adaptive Serious Games for Health”. Sensors, vol. 22, 2022.
Kiourti, Asimina, Abbosh, Amin M, Athanasiou, Maria, Björninen, Toni, Eid, Aline, Furse, Cynthia, Ito, Koichi, Lazzi, Gianluca, Manoufali, Mohamed, Pastorino, Matteo, others. “Next-Generation Healthcare: Enabling Technologies for Emerging Bioelectromagnetics Applications”. IEEE Open Journal of Antennas and Propagation, vol. 3, pp. 363--390, 2022.
Mitsis, Konstantinos, Zarkogianni, Konstantia, Kalafatis, Eleftherios, Dalakleidi, Kalliopi, Jaafar, Amyn, Mourkousis, Georgios, Nikita, Konstantina S. “A Multimodal Approach for Real Time Recognition of Engagement towards Adaptive Serious Games for Health”. Sensors, vol. 22, pp. 2472, 2022.
Tzalavra, Alexia G., Andreadis, Ioannis, V. Dalakleidi, Kalliopi, Constantinidis, Fotios, I. Zacharaki, Evangelia, S. Nikita, Konstantina. “Dynamic contrast enhanced-magnetic resonance imaging radiomics combined with a hybrid adaptive neuro-fuzzy inference system-particle swarm optimization approach for breast tumour classification”. Expert Systems, vol. 39, pp. e12895, 2022.
2021
Konstantina S. Nikita. “IEEE OJAP Turns One: Reflecting on the First Year of the IEEE Open Journal of Antennas and Propagation”. IEEE Open Journal of Antennas and Propagation, vol. 2, pp. 1-2, 2021.
Adamidi, Eleni S., Mitsis, Konstantinos, Nikita, Konstantina S.. “Artificial intelligence in clinical care amidst COVID-19 pandemic: A systematic review”. Computational and Structural Biotechnology Journal, vol. 19, pp. 2833--2850, 2021.
Bounias, Dimitrios, Singh, Ashish, Bakas, Spyridon, Pati, Sarthak, Rathore, Saima, Akbari, Hamed, Bilello, Michel, Greenberger, Benjamin A, Lombardo, Joseph, Chitalia, Rhea D, others. “Interactive Machine Learning-Based Multi-Label Segmentation of Solid Tumors and Organs”. Applied Sciences, vol. 11, pp. 7488, 2021.
Stylianos Vasileios Kontomaris, Andreas Stylianou, Konstantina S. Nikita, Anna Malamou. “A Discussion Regarding the Application of the Hertz Contact Theory on Biological Samples in AFM Nanoindentation Experiments”. Micro and Nanosystems, vol. 13, pp. 42-48, 2021.
Zarkogianni, K, Athanasiou, M, Mitsis, K, Vasilakis, I, Kosteria, I, Perakis, K, Vergeti, D, Antonopoulou, D, Papachristou, E, Chioti, V, others. “The Endorse Pilot Trial”. Diabetes Technology & Therapeutics, pp. A68--A68, 2021.
Zarkogianni, K, Athanasiou, M, Mitsis, K, Chatzidaki, E, Polychronaki, N, Perakis, K, Vergeti, D, Antonopoulou, D, Papachristou, E, Chioti, V, others. “A Comprehensive Approach To Empower Self-Management of Health in Childhood Obesity Based on Gamification Mechanisms and Biofeedback”. Diabetes Technology & Therapeutics, pp. A57--A58, 2021.
Athanasiou, M, Zarkogianni, K, Monou, S, Kosteria, I, Vasilakis, I, Kanaka-Gantenbein, C, Nikita, K. “An Interpretable LSTM-Based Prediction Model For Assessing The Risk of Hospitalization And Re-Hospitalization in Youth With Type 1 Diabetes Mellitus”. Diabetes Technology & Therapeutics, pp. A27--A28, 2021.
Athanasiou, Maria, Zarkogianni, Konstantia, Karytsas, Konstantinos, Nikita, Konstantina S.. “An LSTM-based Approach Towards Automated Meal Detection from Continuous Glucose Monitoring in Type 1 Diabetes Mellitus”. 2021 IEEE 21st International Conference on Bioinformatics and Bioengineering (BIBE), pp. 1-5, 2021.
Melanitis, Nikos, Nakopoulos, Giorgos, Lozano, Antonio, Soto-Sanchez, Cristina, Fernandez, Eduardo, Nikita, Konstantina S.. “Using Biologically-inspired Image Features to Model Retinal Response: Evidence from Biological Datasets”. 2021 43rd Annual International Conference of the IEEE Engineering in Medicine Biology Society (EMBC), pp. 3378-3381, 2021.
Ganitidis, Theofanis, Athanasiou, Maria, Dalakleidi, Kalliopi, Melanitis, Nikos, Golemati, Spyretta, Nikita, Konstantina S.. “Stratification of carotid atheromatous plaque using interpretable deep learning methods on B-mode ultrasound images”. 2021 43rd Annual International Conference of the IEEE Engineering in Medicine Biology Society (EMBC), pp. 3902-3905, 2021.
Karatza, P., Dalakleidi, K., Athanasiou, M., Nikita, K.S.. “Interpretability methods of machine learning algorithms with applications in breast cancer diagnosis”. 2021 43rd Annual International Conference of the IEEE Engineering in Medicine Biology Society (EMBC), pp. 2310-2313, 2021.
Papadopoulos, Nikolas, Melanitis, Nikos, Lozano, Antonio, Soto-Sanchez, Cristina, Fernandez, Eduardo, Nikita, Konstantina S.. “Machine Learning Method for Functional Assessment of Retinal Models”. 2021 43rd Annual International Conference of the IEEE Engineering in Medicine Biology Society (EMBC), pp. 4293-4296, 2021.
Benetatos, Alexandros, Melanitis, Nikos, Nikita, Konstantina S.. “Assessing Vision Quality in Retinal Prosthesis Implantees through Deep Learning: Current Progress and Improvements by Optimizing Hardware Design Parameters and Rehabilitation”. 2021 43rd Annual International Conference of the IEEE Engineering in Medicine Biology Society (EMBC), pp. 6130-6133, 2021.