| Region-adaptive magnetic resonance image enhancement for improving CNN-based segmentation of the prostate and prostatic zones DI Zaridis, E Mylona, N Tachos, VC Pezoulas, G Grigoriadis, N Tsiknakis, ... Scientific Reports 13 (1), 714, 2023 | 10 | 2023 |
| A segmentation-based method improving the performance of N4 bias field correction on T2weighted MR imaging data of the prostate A Dovrou, K Nikiforaki, D Zaridis, GC Manikis, E Mylona, N Tachos, ... Magnetic Resonance Imaging 101, 1-12, 2023 | 5 | 2023 |
| A Deep Learning-based cropping technique to improve segmentation of prostate's peripheral zone D Zaridis, E Mylona, N Tachos, K Marias, M Tsiknakis, DI Fotiadis 2021 IEEE 21st International Conference on Bioinformatics and Bioengineering …, 2021 | 5 | 2021 |
| A new smart-cropping pipeline for prostate segmentation using deep learning networks DG Zaridis, E Mylona, NS Tachos, K Marias, N Papanikolaou, M Tsiknakis, ... arXiv preprint arXiv:2107.02476, 2021 | 4 | 2021 |
| PROper-Net: A Deep-Learning Approach for Prostate’s Peripheral Zone Segmentation based on MR imaging E Mylona, D Zaridis, N Tachos, K Marias, M Tsiknakis, DI Fotiadis 2022 IEEE 21st Mediterranean Electrotechnical Conference (MELECON), 1124-1128, 2022 | 2 | 2022 |
| A smart cropping pipeline to improve prostate’s peripheral zone segmentation on MRI using deep learning D Zaridis, E Mylona, N Tachos, K Marias, M Tsiknakis, DI Fotiadis EAI Endorsed Transactions on Bioengineering and Bioinformatics 1 (4), e3, 2022 | 2 | 2022 |
| ResQu-Net: Effective prostate’s peripheral zone segmentation leveraging the representational power of attention-based mechanisms DI Zaridis, E Mylona, N Tachos, CΝ Kalantzopoulos, K Marias, ... Biomedical Signal Processing and Control 93, 106187, 2024 | 1 | 2024 |
| Multimodal automatic assessment of acute pain through facial videos and heart rate signals utilizing transformer-based architectures S Gkikas, NS Tachos, S Andreadis, VC Pezoulas, D Zaridis, G Gkois, ... Frontiers in Pain Research 5, 1372814, 2024 | 1 | 2024 |
| Transi-Net: An Explainable Deep Learning Model Ensemble For Prostate's Transition Zone Segmentation DI Zaridis, E Mylona, NS Tachos, C Kalantzopoulos, K Marias, ... 2023 IEEE 23rd International Conference on Bioinformatics and Bioengineering …, 2023 | 1 | 2023 |
| An All-in-One Tool for 2D Atherosclerotic Disease Assessment and 3D Coronary Artery Reconstruction S Kyriakidis, G Rigas, V Kigka, D Zaridis, G Karanasiou, P Tsompou, ... Journal of Cardiovascular Development and Disease 10 (3), 130, 2023 | 1 | 2023 |
| Fine-tuned feature selection to improve prostate segmentation via a fully connected meta-learner architecture D Zaridis, E Mylona, N Tachos, K Marias, M Tsiknakis, DI Fotiadis 2022 IEEE-EMBS International Conference on Biomedical and Health Informatics …, 2022 | 1 | 2022 |
| Segmentation of left atrium using CT images and a deep learning model GI Grigoriadis, D Zaridis, VC Pezoulas, S Nikopoulos, AI Sakellarios, ... 2022 44th Annual International Conference of the IEEE Engineering in …, 2022 | 1 | 2022 |
| Comparison of three U-Net family architectures for left ventricular myocardial wall automatic segmentation GI Grigoriadis, M Roumpi, D Zaridis, VC Pezoulas, A Rammos, ... 2021 43rd Annual International Conference of the IEEE Engineering in …, 2021 | 1 | 2021 |
| Assessing the Robustness of nnU-Net in the Detection of Prostate Lesions via Bi-Parametric MRI DI Zaridis, E Mylona, N Tachos, C Kalantzopoulos, VC Pezoulas, ... 2023 IEEE EMBS Special Topic Conference on Data Science and Engineering in …, 2023 | | 2023 |
| Multi-Channel 3D Deep Learning Architectures for Evaluation of Prostate Lesion Detection DI Zaridis, E Mylona, N Tachos, K Marias, M Tsiknakis, DI Fotiadis 2023 IEEE Conference on Artificial Intelligence (CAI), 148-149, 2023 | | 2023 |
| Synergistic-based Feature Selection for Online Learning with Gaussian Processes SC Tassi, DI Zaridis, DI Fotiadis, AI Sakellarios 2023 IEEE Conference on Artificial Intelligence (CAI), 141-142, 2023 | | 2023 |
| Diagnosis of Clinical Significant Prostate Cancer on Biparametric Mri Using Zone-Specific Radiomic Features E Mylona, D Zaridis, N Tachos, M Tsiknakis, K Marias, DI Fotiadis 2023 IEEE 20th International Symposium on Biomedical Imaging (ISBI), 1-4, 2023 | | 2023 |
| PD-0314 An explainable deep learning pipeline for multi-modal multi-organ medical image segmentation E Mylona, D Zaridis, G Grigoriadis, N Tachos, DI Fotiadis Radiotherapy and Oncology 170, S275-S276, 2022 | | 2022 |
| A Method of Estimating the Partial Power Spectrum of a Bivariate Point Process and an Application to a Neurophysiological Data Set GE Michailidis, II Spyroglou, D Zaridis, AG Rigas Journal of Statistical Theory and Practice 14, 1-14, 2020 | | 2020 |
DI FotiadisUnit of Medical Technology and Intelligent Information Systems, University of Ioannina & FORTHVerified email at cc.uoi.gr
