| 2025 | BIBE | Development of an Interpretable and Uncertainty-Aware Deep Learning Model for Gastric Cancer Histopathological Image Classification. | Aikaterini Martakou Galiatsatou, Maria Athanasiou, Konstantina S. Nikita |
| 2025 | BIBE | Fairness-Aware Deep Learning Model for Covid19 Detection from Cough Audio Recordings. | Dimitra Kostavasili, Theofanis Ganitidis, Maria Athanasiou, Konstantina S. Nikita |
| 2025 | BIBE | Personalized Threshold-Based HRV Stress Detection from PPG Data: Preliminary Evaluation with a Biofeedback Serious Game. | Stylianos M. Papelis, Nikolaos Bothos-Vouterakos, Konstantinos Mitsis, Aikaterini Fragkou, Glykeria Theodorou, Eleftherios Kalafatis, Theofanis Ganitidis, Konstantina S. Nikita |
| 2025 | BIBE | Comparative Assessment of Uncertainty-Aware Deep Learning Methods for Atherosclerosis Risk Stratification from Carotid Ultrasound Imaging. | Kalliopi Sarafi, Theofanis Ganitidis, Maria Athanasiou, Konstantina S. Nikita |
| 2025 | BIBE | Gut Microbial Signatures for Early Screening of Autism Spectrum Disorder: An Interpretable Machine Learning Approach. | Glykeria Theodorou, Aris Markogiannakis, Maria Athanasiou, Konstantinos Mitsis, Konstantina S. Nikita |
| 2025 | BIBE | Multimodal Carotid Risk Stratification with Large Vision-Language Models: Benchmarking, Fine-Tuning, and Clinical Insights. | Daphne Tsolissou, Theofanis Ganitidis, Konstantinos Mitsis, Stergios CHristodoulidis, Maria Vakalopoulou, Konstantina S. Nikita |
| 2021 | BIBE | An LSTM-based Approach Towards Automated Meal Detection from Continuous Glucose Monitoring in Type 1 Diabetes Mellitus. | Maria Athanasiou, Konstantia Zarkogianni, Konstantinos Karytsas, Konstantina S. Nikita |
| 2020 | BIBE | An explainable XGBoost-based approach towards assessing the risk of cardiovascular disease in patients with Type 2 Diabetes Mellitus. | Maria Athanasiou, Konstantina Sfrintzeri, Konstantia Zarkogianni, Anastasia C. Thanopoulou, Konstantina S. Nikita |
| 2020 | BIBE | Development of a biocompatible patch antenna for retinal prosthesis: comparison of biocompatible coatings. | Orfeas Liapatis, Konstantina S. Nikita |
| 2019 | BIBE | Predicting Eye Fixations Using Computer Vision Techniques. | Ada Alevizaki, Nikos Melanitis, Konstantina S. Nikita |
| 2019 | BIBE | Evaluation of a Serious Game Promoting Nutrition and Food Literacy: Experiment Design and Preliminary Results. | Konstantinos Mitsis, Konstantia Zarkogianni, Kalliopi Dalakleidi, George Mourkousis, Konstantina S. Nikita |
| 2016 | MICCAI | Comparison of Multi-resolution Analysis Patterns for Texture Classification of Breast Tumors Based on DCE-MRI. | Alexia Tzalavra, Kalliopi Dalakleidi, Evangelia I. Zacharaki, Nikolaos N. Tsiaparas, Fotios Constantinidis, Nikos Paragios, Konstantina S. Nikita |
| 2015 | MICCAI | Graph-Based Motion-Driven Segmentation of the Carotid Atherosclerotique Plaque in 2D Ultrasound Sequences. | Aimilia Gastounioti, Aristeidis Sotiras, Konstantina S. Nikita, Nikos Paragios |
| 2013 | BIBE | Generation of clustered microcalcifications' atlases for benign and malignant cases. | Ioannis Andreadis, George M. Spyrou, Panos A. Ligomenides, Konstantina S. Nikita |
| 2013 | BIBE | Variations on breast density and subtlety of the findings require different computational intelligence pipelines for the diagnosis of clustered microcalcifications. | Ioannis Andreadis, George M. Spyrou, Panos A. Ligomenides, Konstantina S. Nikita |
| 2013 | BIBE | SIFEM project: Semantic infostructure interlinking an open source finite element tool and libraries with a model repository for the multi-scale modelling of the inner-ear. | Christos Bellos, Athanasios Bibas, Dimitrios Kikidis, Steve J. Elliott, Stefan Stenfelt, Ratnesh Sahay, Konstantina S. Nikita, Dimitrios D. Koutsouris, Dimitrios I. Fotiadis |
| 2013 | BIBE | A hybrid genetic algorithm for the selection of the critical features for risk prediction of cardiovascular complications in Type 2 Diabetes patients. | Kalliopi Dalakleidi, Konstantia Zarkogianni, Vassilios G. Karamanos, Anastasia C. Thanopoulou, Konstantina S. Nikita |
| 2013 | BIBE | Smart cards in healthcare information systems: Benefits and limitations. | Anastasis P. Keliris, Vasileios D. Kolias, Konstantina S. Nikita |
| 2013 | BIBE | Operation of ingestible antennas along the gastrointestinal tract: Detuning and performance. | Konstantinos A. Psathas, Anastasis P. Keliris, Asimina Kiourti, Konstantina S. Nikita |
| 2013 | BIBE | Multiscale motion analysis of the carotid artery wall from B-mode ultrasound: Investigating the optimal wavelet parameterization. | Nikolaos N. Tsiaparas, Aimilia Gastounioti, Spyretta Golemati, Konstantina S. Nikita |
| 2013 | BIBE | Personalized glucose-insulin metabolism model based on self-organizing maps for patients with Type 1 Diabetes Mellitus. | Konstantia Zarkogianni, Eleni Litsa, Andriani Vazeou, Konstantina S. Nikita |
| 2012 | BIBE | Keynote lectures. | Metin Akay, Yuan-Ting Zhang, Konstantina S. Nikita, Miguel A. Andrade, Christos A. Ouzounis |
| 2012 | BIBE | Clustering microarray data using fuzzy clustering with viewpoints. | Katerina N. Karayianni, George M. Spyrou, Konstantina S. Nikita |
| 2012 | BIBE | Prediction of the Parkinsonian subthalamic nucleus spike activity from local field potentials using nonlinear dynamic models. | Kyriaki Kostoglou, Kostis P. Michmizos, Pantelis Stathis, Damianos Sakas, Konstantina S. Nikita, Georgios D. Mitsis |
| 2008 | BIBE | Wavelet entropy differentiations of event related potentials in dyslexia. | Giorgos A. Giannakakis, Nikolaos N. Tsiaparas, Monika-Filitsa S. Xenikou, Charalabos C. Papageorgiou, Konstantina S. Nikita |
| 2008 | BIBE | A study of the parameters affecting minimum detectable activity concentration level of clinical LSO PET scanners. | Nicolas A. Karakatsanis, Konstantina S. Nikita |
| 2008 | BIBE | Automatic intra-operative localization of STN using the beta band frequencies of microelectrode recordings. | Kostis P. Michmizos, Georgios L. Tagaris, Damianos E. Sakas, Konstantina S. Nikita |
| 2008 | BIBE | Comparison of fractal dimension estimation algorithms for epileptic seizure onset detection. | Georgia E. Polychronaki, Periklis Y. Ktonas, Stylianos Gatzonis, Pantelis A. Asvestas, Eirini Spanou, Anna Siatouni, Hara Tsekou, Damianos Sakas, Konstantina S. Nikita |
| 2008 | BIBE | Fitting local field potentials generating model of the basal ganglia to actual recorded signals. | George L. Tsirogiannis, George A. Tagaris, Damianos Sakas, Konstantina S. Nikita |
| 2008 | BIBE | Gene - nutrition interactions in the onset of obesity as Cardiovascular Disease risk factor based on a computational intelligence method. | Ioannis K. Valavanis, Stavroula G. Mougiakakou, Stathis Marinos, George Karkalis, Keith A. Grimaldi, Rosalynn Gill, Konstantina S. Nikita |
| 2008 | BIBE | Protein similarity networks and Genetic Algorithm driven feature selection for fold recognition. | Ioannis K. Valavanis, George M. Spyrou, Konstantina S. Nikita |
| 2005 | ICIP | Scatter correction techniques in high resolution detectors based on PSPMTS and scintillator arrays: an evaluation study. | Evangelia Karali, George K. Loudos, Nick Sakelios, Konstantina S. Nikita, Nick Giokaris |
| 2004 | IJCNN | Classification of medical data with a robust multi-level combination scheme. | George L. Tsirogiannis, Dimitrios S. Frossyniotis, John S. Stoitsis, Spyretta Golemati, Andreas Stafylopatis, Konstantina S. Nikita |
| 2004 | IJCNN | Computer aided diagnosis of CT focal liver lesions by an ensemble of neural network and statistical classifiers. | Ioannis K. Valavanis, Stavroula G. Mougiakakou, Konstantina S. Nikita, Alexandra Nikita |
| 2004 | MICCAI | Comparison of Different Global and Local Automatic Registration Schemes: An Application to Retinal Images. | Evangelia Karali, Pantelis Asvestas, Konstantina S. Nikita, George K. Matsopoulos |