Large-Scale Radiomics Analysis for Prostate Cancer Detection Harnessing Machine and Deep Learning Models.

Charalampos Kalantzopoulos Eugenia Mylona Dimitrios I. Zaridis Charalampos Kalantzopoulos Vasileios C. Pezoulas Nikolaos S. Tachos George K. Matsopoulos Daniele Regge Nikolaos Papanikolaou 0003 Manolis Tsiknakis Kostas Marias Dimitrios I. Fotiadis Large-Scale Radiomics Analysis for Prostate Cancer Detection Harnessing Machine and Deep Learning Models. 1-4 2025 ISBI https://doi.org/10.1109/ISBI60581.2025.10980708 conf/isbi/2025 db/conf/isbi/isbi2025.html#MylonaZKPTMR0TM25

Varvara Kalokyri Nikolaos S. Tachos Charalampos Kalantzopoulos Stelios Sfakianakis Haridimos Kondylakis Dimitrios I. Zaridis Sara Colantonio Daniele Regge Nikolaos Papanikolaou 0003 ProCAncer-I Consortium Konstantinos Marias Dimitrios I. Fotiadis Manolis Tsiknakis AI Model Passport: Data and System Traceability Framework for Transparent AI in Health. 2025 June abs/2506.22358 CoRR https://doi.org/10.48550/arXiv.2506.22358 db/journals/corr/corr2506.html#abs-2506-22358 streams/journals/corr

Dimitrios I. Zaridis Eugenia Mylona Nikolaos S. Tachos Charalampos Kalantzopoulos Kostas Marias Manolis Tsiknakis George K. Matsopoulos Dimitrios D. Koutsouris Dimitrios I. Fotiadis ResQu-Net: Effective prostate's peripheral zone segmentation leveraging the representational power of attention-based mechanisms. 106187 2024 93 Biomed. Signal Process. Control. https://doi.org/10.1016/j.bspc.2024.106187 db/journals/bspc/bspc93.html#ZaridisMTKMTMKF24

Dimitrios I. Zaridis Eugenia Mylona Nikolaos S. Tachos Charalampos Kalantzopoulos Kostas Marias Manolis Tsiknakis Dimitrios I. Fotiadis Spatial Attention-Enhanced Encoder-Decoder Network for Accurate Segmentation of the Prostate's Transition Zone. 1-4 2024 EMBC https://doi.org/10.1109/EMBC53108.2024.10781592 conf/embc/2024 db/conf/embc/embc2024.html#ZaridisMTKMTF24 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 Dimitris I. Fotiadis Valentina Giannini Simone Mazzetti Daniele Regge Nickolas Papanikolaou 0003 Konstantinos Marias Manolis Tsiknakis Data and System Traceability for Transparent AI in Medical Imaging. 615-623 2024 SEBD https://ceur-ws.org/Vol-3741/paper79.pdf conf/sebd/2024 db/conf/sebd/sebd2024.html#ColantonioBCCCG24 Dimitrios I. Zaridis Eugenia Mylona Nikolaos S. Tachos Charalampos Kalantzopoulos Kostas Marias Manolis Tsiknakis Dimitrios D. Koutsouris George K. Matsopoulos Dimitrios I. Fotiadis Transi-Net: An Explainable Deep Learning Model Ensemble For Prostate's Transition Zone Segmentation. 422-426 2023 BIBE https://doi.org/10.1109/BIBE60311.2023.00075 conf/bibe/2023 db/conf/bibe/bibe2023.html#ZaridisMTKMTKMF23 Andrea Berti Gianluca Carloni Claudia Caudai Sara Colantonio ProCAncer-I Consortium Giulio Del Corso Dimitrios I. FotiadisDimitris I. Fotiadis Danila Germanese Valentina Giannini Varvara Kalokyri Haridimos Kondylakis Dimitris KoutsourisDimitrios D. Koutsouris Kostas MariasKonstantinos Marias George K. Matsopoulos Simone Mazzetti Eugenia Mylona Eva Pachetti Nikolaos Papanikolaou 0003Nickolas Papanikolaou 0003 Maria Antonietta Pascali Vasileios C. Pezoulas Daniele Regge Stelios Sfakianakis Nikolaos S. Tachos Manolis Tsiknakis Dimitrios I. Zaridis