https://dspace.lib.ntua.gr:443/xmlui/handle/123456789/41894 2026-04-14T22:16:18Z https://dspace.lib.ntua.gr:443/xmlui/handle/123456789/63247 Simplatab: An Automated Machine Learning Framework for Radiomics-Based Bi-Parametric MRI Detection of Clinically Significant Prostate Cancer Zaridis, Dimitrios; Pezoulas, Vasileios; Mylona, Eugenia; Kalantzopoulos, Charalampos; Tachos, Nikolaos; Tsiknakis, Nikolaos; Matsopoulos, George; Regge, Daniele; Papanikolaou, Nikolaos; Tsiknakis, Manolis; Marias, Kostas; Fotiadis, Dimitrios https://dspace.lib.ntua.gr:443/xmlui/handle/123456789/63244 ProLesA-Net: A multi-channel 3D architecture for prostate MRI lesion segmentation with multi-scale channel and spatial attentions Zaridis, Dimitrios; Mylona, Eugenia; Tsiknakis, Nikolaos; Tachos, Nikolaos; Matsopoulos, George; Marias, Kostas; Tsiknakis, Manolis; Fotiadis, Dimitrios https://dspace.lib.ntua.gr:443/xmlui/handle/123456789/63243 ResQu-Net: Effective prostate’s peripheral zone segmentation leveraging the representational power of attention-based mechanisms Zaridis, Dimitrios; Mylona, Eugenia; Tachos, Nikolaos; Kalantzopoulos, Charalampos; Marias, Kostas; Tsiknakis, Manolis; Matsopoulos, George; Koutsouris, Dimitrios; Fotiadis, Dimitrios https://dspace.lib.ntua.gr:443/xmlui/handle/123456789/63242 Region-adaptive magnetic resonance image enhancement for improving CNN-based segmentation of the prostate and prostatic zones Ζαρίδης, Δημήτριος; Μυλωνά, Ευγενία; Τάχος, Νικόλαος; Πεζούλας, Βασίλειος; Γρηγοριάδης, Γρηγόριος; Τσικνάκης, Νικόλαος; Μαριάς, Κώστας; Τσικνάκης, Μανώλης; Φωτιάδης, Δημήτριος