Dimitrios I. Zaridis

According to our database, Dimitrios I. Zaridis authored at least 7 papers between 2023 and 2025.

Collaborative distances:

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

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, ProCAncer-I Consortium, Konstantinos Marias, Dimitrios I. Fotiadis, Manolis Tsiknakis

CoRR, June, 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, Kostas Marias

Proceedings of the 19th IEEE International Symposium on Applied Computational Intelligence and Informatics, 2025

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, Manolis Tsiknakis, Kostas Marias, Dimitrios I. Fotiadis

Proceedings of the 22nd IEEE International Symposium on Biomedical Imaging, 2025

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

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

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

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

2023

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

Proceedings of the 23rd IEEE International Conference on Bioinformatics and Bioengineering, 2023