Region-adaptive magnetic resonance image enhancement for improving CNN-based segmentation of the prostate and prostatic zones
Zaridis, Dimitrios I, Mylona, Eugenia, Tachos, Nikolaos, Pezoulas, Vasileios C, Grigoriadis, Grigorios, Tsiknakis, Nikos, Marias, Kostas, Tsiknakis, Manolis, Fotiadis, Dimitrios I
Published in Scientific reports (13.01.2023)
Published in Scientific reports (13.01.2023)
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Journal Article
Synthetic data generation methods in healthcare: A review on open-source tools and methods
Pezoulas, Vasileios C., Zaridis, Dimitrios I., Mylona, Eugenia, Androutsos, Christos, Apostolidis, Kosmas, Tachos, Nikolaos S., Fotiadis, Dimitrios I.
Published in Computational and structural biotechnology journal (01.12.2024)
Published in Computational and structural biotechnology journal (01.12.2024)
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Journal Article
ProLesA-Net: A multi-channel 3D architecture for prostate MRI lesion segmentation with multi-scale channel and spatial attentions
Zaridis, Dimitrios I., Mylona, Eugenia, Tsiknakis, Nikos, Tachos, Nikolaos S., Matsopoulos, George K., Marias, Kostas, Tsiknakis, Manolis, Fotiadis, Dimitrios I.
Published in Patterns (New York, N.Y.) (12.07.2024)
Published in Patterns (New York, N.Y.) (12.07.2024)
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Journal Article
Multimodal automatic assessment of acute pain through facial videos and heart rate signals utilizing transformer-based architectures
Gkikas, Stefanos, Tachos, Nikolaos S, Andreadis, Stelios, Pezoulas, Vasileios C, Zaridis, Dimitrios, Gkois, George, Matonaki, Anastasia, Stavropoulos, Thanos G, Fotiadis, Dimitrios I
Published in Frontiers in pain research (Lausanne, Switzerland) (27.03.2024)
Published in Frontiers in pain research (Lausanne, Switzerland) (27.03.2024)
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Journal Article
Multi-Channel 3D Deep Learning Architectures for Evaluation of Prostate Lesion Detection
Zaridis, Dimitrios I., Mylona, Eugenia, Tachos, Nikolaos, Marias, Kostas, Tsiknakis, Manolis, Fotiadis, Dimitrios I.
Published in 2023 IEEE Conference on Artificial Intelligence (CAI) (01.06.2023)
Published in 2023 IEEE Conference on Artificial Intelligence (CAI) (01.06.2023)
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Conference Proceeding
Transi-Net: An Explainable Deep Learning Model Ensemble For Prostate's Transition Zone Segmentation
Zaridis, Dimitrios I., Mylona, Eugenia, Tachos, Nikolaos S., Kalantzopoulos, Charalampos, Marias, Kostas, Tsiknakis, Manolis, Koutsouris, Dimitrios D., Matsopoulos, George K., Fotiadis, Dimitrios I.
Published in 2023 IEEE 23rd International Conference on Bioinformatics and Bioengineering (BIBE) (04.12.2023)
Published in 2023 IEEE 23rd International Conference on Bioinformatics and Bioengineering (BIBE) (04.12.2023)
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Conference Proceeding
ResQu-Net: Effective prostate’s peripheral zone segmentation leveraging the representational power of attention-based mechanisms
Zaridis, Dimitrios I., Mylona, Eugenia, Tachos, Nikolaos, Kalantzopoulos, Charalampos Ν., Marias, Kostas, Tsiknakis, Manolis, Matsopoulos, George K., Koutsouris, Dimitrios D., Fotiadis, Dimitrios I.
Published in Biomedical signal processing and control (01.07.2024)
Published in Biomedical signal processing and control (01.07.2024)
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Journal Article
Diagnosis of Clinical Significant Prostate Cancer on Biparametric Mri Using Zone-Specific Radiomic Features
Mylona, Eugenia, Zaridis, Dimitrios, Tachos, Nikolaos, Tsiknakis, Manolis, Marias, Kostas, Fotiadis, Dimitrios I.
Published in 2023 IEEE 20th International Symposium on Biomedical Imaging (ISBI) (18.04.2023)
Published in 2023 IEEE 20th International Symposium on Biomedical Imaging (ISBI) (18.04.2023)
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Conference Proceeding
A Method of Estimating the Partial Power Spectrum of a Bivariate Point Process and an Application to a Neurophysiological Data Set
Michailidis, Georgios E., Spyroglou, Ioannis I., Zaridis, Dimitrios, Rigas, Alexandros G.
Published in Journal of statistical theory and practice (01.09.2020)
Published in Journal of statistical theory and practice (01.09.2020)
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Journal Article
A new smart-cropping pipeline for prostate segmentation using deep learning networks
Zaridis, Dimitrios G, Mylona, Eugenia, Tachos, Nikolaos S, Marias, Kostas, Papanikolaou, Nikolaos, Tsiknakis, Manolis, Fotiadis, Dimitrios I
Year of Publication 06.07.2021
Year of Publication 06.07.2021
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Journal Article
Comparison of three U-Net family architectures for left ventricular myocardial wall automatic segmentation
Grigoriadis, Grigoris I, Roumpi, Maria, Zaridis, Dimitrios, Pezoulas, Vasilis C, Rammos, Aidonis, Tachos, Nikolaos S., Naka, Katerina K, Fotiadis, Dimitrios I.
Published in 2021 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) (01.11.2021)
Published in 2021 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) (01.11.2021)
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Conference Proceeding
Journal Article
Segmentation of left atrium using CT images and a deep learning model
Grigoriadis, Grigoris I, Zaridis, Dimitrios, Pezoulas, Vaseilios C., Nikopoulos, Sotirios, Sakellarios, Antonis I., Tachos, Nikolaos S., Naka, Katerina K., Michalis, Lampros K., Fotiadis, Dimitrios I.
Published in 2022 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) (2022)
Published in 2022 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) (2022)
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Conference Proceeding