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)

Data and System Traceability for Transparent AI in Medical Imaging. - Sara Colantonio; Andrea Berti; Gianluca Carloni; Claudia Caudai; Giulio Del Corso; Danila Germanese; Eva Pachetti; Maria Antonietta Pascali; Varvara Kalokyri; Haridimos Kondylakis; Charalampos Kalantzopoulos; Nikolaos S. Tachos; et al. (SEBD, 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)

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)

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)