articles

publications by categories in reversed chronological order. generated by jekyll-scholar.

I have a total of 6 publications, of which 5 are journal articles and 1 are conference papers.

2021

  1. Journal
    Deep Learning for Diabetic Retinopathy Detection and Classification Based on Fundus Images: A Review
    N. Tsiknakis, D. Theodoropoulos, G. Manikis, E. Ktistakis, O. Boutsora, A. Berto, F. Scarpa, A. Scarpa, D. Fotiadis, and K. Marias
    Computers in Biology and Medicine 2021
  2. Journal
    Segmenting 20 Types of Pollen Grains for the Cretan Pollen Dataset v1 (CPD-1)
    N. Tsiknakis, E. Savvidaki, S. Kafetzopoulos, G. Manikis, N. Vidakis, K. Marias, and E. Alissandrakis
    Applied Sciences 2021
  3. Journal
    IVUS Longitudinal and Axial Registration for Atherosclerosis Progression Evaluation
    N. Tsiknakis, C. Spanakis, P. Tsompou, G. Karanasiou, G. Karanasiou, A. Sakellarios, G. Rigas, S. Kyriakidis, M. Papafaklis, S. Nikopoulos, F. Gijsen, L. Michalis, D. Fotiadis, and K. Marias
    Diagnostics 2021

2020

  1. Journal
    Advancing COVID-19 differentiation with a robust preprocessing and integration of multi-institutional open-repository computer tomography datasets for deep learning analysis
    E. Trivizakis, N. Tsiknakis, E. Vassalou, G. Papadakis, D. Spandidos, D. Sarigiannis, A. Tsatsakis, N. Papanikolaou, A. Karantanas, and K. Marias
    Experimental and Therapeutic Medicine 2020
  2. Journal
    Interpretable artificial intelligence framework for COVID‑19 screening on chest X‑rays
    N. Tsiknakis, E. Trivizakis, E. Vassalou, G. Papadakis, D. Spandidos, A. Tsatsakis, J. Sánchez‑García, R. López‑González, N. Papanikolaou, A. Karantanas, and K. Marias
    Experimental and Therapeutic Medicine 2020

2019

  1. Conference
    Renyi divergence and non-deterministic subsampling in Rigid Image Registration
    C. Spanakis, E. Mathioudakis, N. Kampanis, N. Tsiknakis, and K. Marias
    In IEEE International Conference on Imaging Systems and Techniques (IST) 2019