Nikos Tsiknakis

According to our database, Nikos Tsiknakis authored at least 6 papers between 2021 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Unveiling the Power of Model-Agnostic Multiscale Analysis for Enhancing Artificial Intelligence Models in Breast Cancer Histopathology Images.

Nikos Tsiknakis, Georgios C. Manikis, Evangelos Tzoras, Dimitrios Salgkamis, Joan Martinez Vidal, Kang Wang, Dimitris Zaridis, Emmanouil G. Sifakis, Ioannis Zerdes, Jonas Bergh, Johan Hartman, Balazs Acs, Kostas Marias, Theodoros Foukakis

IEEE J. Biomed. Health Informatics, September, 2024

ProLesA-Net: A multi-channel 3D architecture for prostate MRI lesion segmentation with multi-scale channel and spatial attentions.

Dimitrios I. Zaridis, Eugenia Mylona, Nikos Tsiknakis, Nikolaos S. Tachos, George K. Matsopoulos, Kostas Marias, Manolis Tsiknakis, Dimitrios I. Fotiadis

Patterns, 2024

Ensuring Model Fairness via Stratified Training: TP53 Mutation Prediction with Estrogen Receptor Stratification in Breast Histopathology.

Nikos Tsiknakis, Kang Wang, Dimitrios Salgkamis, Evangelos Tzoras, Georgios C. Manikis, Emmanouil G. Sifakis, Jonas Bergh, Ioannis Zerdes, Kostas Marias, Alexios Matikas, Theodoros Foukakis

Proceedings of the 46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2024

2023

OCT sequence registration before and after percutaneous coronary intervention (stent implantation).

Nikos Tsiknakis, Constantinos Spanakis, Panagiota Tsoumpou, Georgia S. Karanasiou, Gianna E. Karanasiou, Antonis I. Sakellarios, George Rigas, Savvas Kyriakidis, Michail I. Papafaklis, Sotiris Nikopoulos, Frank Gijsen, Lampros K. Michalis, Dimitrios I. Fotiadis, Kostas Marias

Biomed. Signal Process. Control., 2023

Multiresolution Self-Supervised Feature Integration via Attention Multiple Instance Learning for Histopathology Analysis.

Nikos Tsiknakis, Evangelos Tzoras, Ioannis Zerdes, Georgios C. Manikis, Balazs Acs, Johan Hartman, Thomas Hatschek, Theodoros Foukakis, Kostas Marias

Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023

2021

Deep learning for diabetic retinopathy detection and classification based on fundus images: A review.

Nikos Tsiknakis, Dimitris Theodoropoulos, Georgios C. Manikis, Emmanouil Ktistakis, Ourania Boutsora, Alexa Berto, Fabio Scarpa, Alberto Scarpa, Dimitrios I. Fotiadis, Kostas Marias

Comput. Biol. Medicine, 2021