Publications by authors named "Dimitrios Zaridis"

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Artificial intelligence for biopsies and imaging modalities in systemic autoimmune rheumatic diseases: An instructive narrative review.
Konstantinos N Panagiotopoulos, Nikos Tsiknakis, Dimitrios I Zaridis, Athanasios G Tzioufas, Dimitrios I Fotiadis

Autoimmun Rev· December 2025

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AI Model Passport: Data and system traceability framework for transparent AI in health.
Varvara Kalokyri, Nikolaos S Tachos, Charalampos N Kalantzopoulos, Stelios Sfakianakis, Haridimos Kondylakis, Dimitrios I Zaridis

Comput Struct Biotechnol J· October 2025

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Soft Annotations versus Pixel-Based Segmentation Masks of Prostate Anatomies: The Effect of Annotation Type on Radiomics.
Eleftherios Trivizakis, Georgios S Ioannidis, Katerina Nikiforaki, Dimitrios I Zaridis, Eugenia Mylona

Annu Int Conf IEEE Eng Med Biol Soc· July 2025

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Evaluation of minor labial salivary gland focus score in Sjögren's disease using deep learning: a tool for more efficient diagnosis and future tissue biomarker discovery.
Konstantinos N Panagiotopoulos, Nikos Tsiknakis, Dimitrios I Zaridis, Clio P Mavragani, Athanasios G Tzioufas

J Autoimmun· May 2025

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Simplatab: An Automated Machine Learning Framework for Radiomics-Based Bi-Parametric MRI Detection of Clinically Significant Prostate Cancer.
Dimitrios I Zaridis, Vasileios C Pezoulas, Eugenia Mylona, Charalampos N Kalantzopoulos, Nikolaos S Tachos

Bioengineering (Basel)· February 2025

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Synthetic data generation methods in healthcare: A review on open-source tools and methods.
Vasileios C Pezoulas, Dimitrios I Zaridis, Eugenia Mylona, Christos Androutsos, Kosmas Apostolidis

Comput Struct Biotechnol J· December 2024

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Optimizing radiomics for prostate cancer diagnosis: feature selection strategies, machine learning classifiers, and MRI sequences.
Eugenia Mylona, Dimitrios I Zaridis, Charalampos Ν Kalantzopoulos, Nikolaos S Tachos, Daniele Regge

Insights Imaging· November 2024

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ProLesA-Net: A multi-channel 3D architecture for prostate MRI lesion segmentation with multi-scale channel and spatial attentions.
Dimitrios I Zaridis, Eugenia Mylona, Nikos Tsiknakis, Nikolaos S Tachos, George K Matsopoulos

Patterns (N Y)· July 2024

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Spatial Attention-Enhanced Encoder-Decoder Network for Accurate Segmentation of the Prostate's Transition Zone.
Dimitrios I Zaridis, Eugenia Mylona, Nikolaos S Tachos, Charalampos Kalantzopoulos, Kostas Marias

Annu Int Conf IEEE Eng Med Biol Soc· July 2024

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Multimodal automatic assessment of acute pain through facial videos and heart rate signals utilizing transformer-based architectures.
Stefanos Gkikas, Nikolaos S Tachos, Stelios Andreadis, Vasileios C Pezoulas, Dimitrios Zaridis

Front Pain Res (Lausanne)· March 2024

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Region-adaptive magnetic resonance image enhancement for improving CNN-based segmentation of the prostate and prostatic zones.
Dimitrios I Zaridis, Eugenia Mylona, Nikolaos Tachos, Vasileios C Pezoulas, Grigorios Grigoriadis

Sci Rep· January 2023

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Segmentation of left atrium using CT images and a deep learning model.
Grigoris I Grigoriadis, Dimitrios Zaridis, Vaseilios C Pezoulas, Sotirios Nikopoulos, Antonis I Sakellarios

Annu Int Conf IEEE Eng Med Biol Soc· July 2022

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Comparison of three U-Net family architectures for left ventricular myocardial wall automatic segmentation.
Grigoris I Grigoriadis, Maria Roumpi, Dimitrios Zaridis, Vasilis C Pezoulas, Aidonis Rammos

Annu Int Conf IEEE Eng Med Biol Soc· November 2021

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