Publications
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.
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.
2020
Koropouli, Eleftheria, Melanitis, Nikos, Dimitriou, Vasileios I, Grigoriou, Asimina, Karavasilis, Efstratios, Nikita, Konstantina S, Tzavellas, Elias, Paparrigopoulos, Thomas. “New-Onset Psychosis Associated With a Lesion Localized in the Rostral Tectum: Insights Into Pathway-Specific Connectivity Disrupted in Psychosis”. Schizophrenia Bulletin, 2020.
2019
Melanitis, Nikos, Nikita, Konstantina S. “Biologically-inspired image processing in computational
retina models”. Computers in biology and medicine, vol. 113, pp. 103399, 2019.
Alevizaki, Ada, Melanitis, Nikos, Nikita, Konstantina. “Predicting Eye Fixations Using Computer Vision Techniques”. 2019 IEEE 19th International Conference on Bioinformatics and Bioengineering (BIBE), pp. 309--315, 2019.