Optimizing radiomics for prostate cancer diagnosis: feature selection strategies, machine learning classifiers, and MRI sequences.

Autor: Mylona, Eugenia^1,2,3 (AUTHOR), Zaridis, Dimitrios I.^1,2,4 (AUTHOR), Kalantzopoulos, Charalampos Ν.^1,2 (AUTHOR), Tachos, Nikolaos S.^1,2,3 (AUTHOR), Regge, Daniele^5,6 (AUTHOR), Papanikolaou, Nikolaos^7,8 (AUTHOR), Tsiknakis, Manolis^9,10 (AUTHOR), Marias, Kostas^9,10 (AUTHOR), Zaridis, Dimitris³ (AUTHOR), Kalantzopoulos, Charalampos³ (AUTHOR), Fotiadis, Dimitris³ (AUTHOR), Sfakianakis, Stelios⁹ (AUTHOR), Kalokyri, Varvara⁹ (AUTHOR), Trivizakis, Eleftherios⁹ (AUTHOR), Kalliatakis, Grigorios⁹ (AUTHOR), Dimitriadis, Avtantil⁹ (AUTHOR), de Almeida, José Guilherme⁸ (AUTHOR), Verde, Ana Castro⁸ (AUTHOR), Rodrigues, Ana Carolina⁸ (AUTHOR), Rodrigues, Nuno⁸ (AUTHOR)

Publikováno v: Insights into Imaging. 11/4/2024, Vol. 15 Issue 1, p1-16. 16p.

ProLesA-Net: A multi-channel 3D architecture for prostate MRI lesion segmentation with multi-scale channel and spatial attentions

Autor: Zaridis, Dimitrios I., Mylona, Eugenia, Tsiknakis, Nikos, Tachos, Nikolaos S., Matsopoulos, George K., Marias, Kostas, Tsiknakis, Manolis, Fotiadis, Dimitrios I.

Publikováno v: In Patterns 12 July 2024 5(7)

Region-adaptive magnetic resonance image enhancement for improving CNN-based segmentation of the prostate and prostatic zones.

Autor: Zaridis, Dimitrios I.¹ (AUTHOR), Mylona, Eugenia¹ (AUTHOR), Tachos, Nikolaos¹ (AUTHOR), Pezoulas, Vasileios C.² (AUTHOR), Grigoriadis, Grigorios² (AUTHOR), Tsiknakis, Nikos³ (AUTHOR), Marias, Kostas^3,4 (AUTHOR), Tsiknakis, Manolis^3,4 (AUTHOR), Fotiadis, Dimitrios I.^1,2 (AUTHOR) fotiadis@uoi.gr

Publikováno v: Scientific Reports. 1/13/2023, Vol. 13 Issue 1, p1-14. 14p.