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)

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 (EMBC, 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 001; Savvas Kyriakidis; Michail I. Papafaklis; Sotiris Nikopoulos; Frank Gijsen; Lampros K. Michalis; et al. (Biomed. Signal Process. Control., 2023)

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 (EMBC, 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)

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; et al. (IEEE J. Biomed. Health Informatics, 2024)