Transi-Net: An Explainable Deep Learning Model Ensemble For Prostate's Transition Zone Segmentation. - Dimitrios I. Zaridis; Eugenia Mylona; Nikolaos S. Tachos; Charalampos Kalantzopoulos; Kostas Marias; Manolis Tsiknakis; Dimitrios D. Koutsouris; George K. Matsopoulos; Dimitrios I. Fotiadis (BIBE, 2023)

Spatial Attention-Enhanced Encoder-Decoder Network for Accurate Segmentation of the Prostate's Transition Zone. - Dimitrios I. Zaridis; Eugenia Mylona; Nikolaos S. Tachos; Charalampos Kalantzopoulos; Kostas Marias; Manolis Tsiknakis; Dimitrios I. Fotiadis (EMBC, 2024)

ResQu-Net: Effective prostate's peripheral zone segmentation leveraging the representational power of attention-based mechanisms. - Dimitrios I. Zaridis; Eugenia Mylona; Nikolaos S. Tachos; Charalampos Kalantzopoulos; Kostas Marias; Manolis Tsiknakis; George K. Matsopoulos; Dimitrios D. Koutsouris; Dimitrios I. Fotiadis (Biomed. Signal Process. Control., 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)

Large-Scale Radiomics Analysis for Prostate Cancer Detection Harnessing Machine and Deep Learning Models. - Eugenia Mylona; Dimitrios I. Zaridis; Charalampos Kalantzopoulos; Vasileios C. Pezoulas; Nikolaos S. Tachos; George K. Matsopoulos; Daniele Regge; Nikolaos Papanikolaou 003; Manolis Tsiknakis; Kostas Marias; Dimitrios I. Fotiadis (ISBI, 2025)

Texture Preserving Deep Learning-Based Noise Reduction for Anatomical Magnetic Resonance Images and its Impact on Imaging Features. - Eleftherios Trivizakis; Eugenia Mylona; Katerina Nikiforaki; Dimitrios I. Zaridis; Manolis Tsiknakis; Dimitrios I. Fotiadis; Nikolaos S. Tachos; Daniele Regge; Nikolaos Papanikolaou 003; Kostas Marias (SACI, 2025)

AI Model Passport: Data and System Traceability Framework for Transparent AI in Health. - Varvara Kalokyri; Nikolaos S. Tachos; Charalampos Kalantzopoulos; Stelios Sfakianakis; Haridimos Kondylakis; Dimitrios I. Zaridis; Sara Colantonio; Daniele Regge; Nikolaos Papanikolaou 003; ProCAncer-I Consortium; Konstantinos Marias; Dimitrios I. Fotiadis; et al. (CoRR, 2025)