Nikos Tsiknakis
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Deep learning for diabetic retinopathy detection and classification based on fundus images: A review
N Tsiknakis, D Theodoropoulos, G Manikis, E Ktistakis, O Boutsora, ...
Computers in biology and medicine 135, 104599, 2021
Interpretable artificial intelligence framework for COVID‑19 screening on chest X‑rays
N Tsiknakis, E Trivizakis, EE Vassalou, GZ Papadakis, DA Spandidos, ...
Experimental and Therapeutic Medicine 20 (2), 727-735, 2020
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, EE Vassalou, GZ Papadakis, DA Spandidos, ...
Experimental and therapeutic medicine 20 (5), 1-1, 2020
Pollen grain classification based on ensemble transfer learning on the Cretan Pollen Dataset
N Tsiknakis, E Savvidaki, GC Manikis, P Gotsiou, I Remoundou, K Marias, ...
Plants 11 (7), 919, 2022
Dissecting tumor-immune microenvironment in breast cancer at a spatial and multiplex resolution
E Tzoras, I Zerdes, N Tsiknakis, GC Manikis, A Mezheyeuski, J Bergh, ...
Cancers 14 (8), 1999, 2022
Ivus longitudinal and axial registration for atherosclerosis progression evaluation
N Tsiknakis, C Spanakis, P Tsompou, G Karanasiou, G Karanasiou, ...
Diagnostics 11 (8), 1513, 2021
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, ...
Applied Sciences 11 (14), 6657, 2021
Region-adaptive magnetic resonance image enhancement for improving CNN-based segmentation of the prostate and prostatic zones
DI Zaridis, E Mylona, N Tachos, VC Pezoulas, G Grigoriadis, N Tsiknakis, ...
Scientific Reports 13 (1), 714, 2023
OCT sequence registration before and after percutaneous coronary intervention (stent implantation)
N Tsiknakis, C Spanakis, P Tsoumpou, G Karanasiou, G Karanasiou, ...
Biomedical Signal Processing and Control 79, 104251, 2023
Using Commercial and Open-Source Tools for Artificial Intelligence: A Case Demonstration on a Complete Radiomics Pipeline
E Stamoulou, C Spanakis, K Nikiforaki, AH Karantanas, N Tsiknakis, ...
Introduction to Artificial Intelligence, 13-37, 2023
Multiresolution Self-Supervised Feature Integration via Attention Multiple Instance Learning for Histopathology Analysis
N Tsiknakis, E Tzoras, I Zerdes, GC Manikis, B Acs, J Hartman, ...
Engineering in Biology and Medicine Conference (EMBC) 2023, 2023
Renyi divergence and non-deterministic subsampling in Rigid Image Registration
C Spanakis, E Mathioudakis, N Kampanis, N Tsiknakis, K Marias
2019 IEEE International Conference on Imaging Systems and Techniques (IST), 1-6, 2019
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Articles 1–12