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
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
eSEE-d: Emotional State Estimation Based on Eye-Tracking Dataset
Skaramagkas, Vasileios, Ktistakis, Emmanouil, Manousos, Dimitris, Kazantzaki, Eleni, Tachos, Nikolaos S, Tripoliti, Evanthia, Fotiadis, Dimitrios I, Tsiknakis, Manolis
Published in Brain sciences (30.03.2023)
Published in Brain sciences (30.03.2023)
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Journal Article
Bayesian Inference-Based Gaussian Mixture Models With Optimal Components Estimation Towards Large-Scale Synthetic Data Generation for In Silico Clinical Trials
Pezoulas, Vasileios C., Tachos, Nikolaos S., Gkois, George, Olivotto, Iacopo, Barlocco, Fausto, Fotiadis, Dimitrios I.
Published in IEEE open journal of engineering in medicine and biology (01.01.2022)
Published in IEEE open journal of engineering in medicine and biology (01.01.2022)
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Journal Article
COLET: A dataset for COgnitive workLoad estimation based on eye-tracking
Ktistakis, Emmanouil, Skaramagkas, Vasileios, Manousos, Dimitris, Tachos, Nikolaos S., Tripoliti, Evanthia, Fotiadis, Dimitrios I., Tsiknakis, Manolis
Published in Computer methods and programs in biomedicine (01.09.2022)
Published in Computer methods and programs in biomedicine (01.09.2022)
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Journal Article
Broadband noise radiation analysis for an HAWT rotor
Filios, A.E., Tachos, N.S., Fragias, A.P., Margaris, D.P.
Published in Renewable energy (01.07.2007)
Published in Renewable energy (01.07.2007)
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Journal Article
A machine learning-based risk stratification model for ventricular tachycardia and heart failure in hypertrophic cardiomyopathy
Smole, Tim, Žunkovič, Bojan, Pičulin, Matej, Kokalj, Enja, Robnik-Šikonja, Marko, Kukar, Matjaž, Fotiadis, Dimitrios I., Pezoulas, Vasileios C., Tachos, Nikolaos S., Barlocco, Fausto, Mazzarotto, Francesco, Popović, Dejana, Maier, Lars, Velicki, Lazar, MacGowan, Guy A., Olivotto, Iacopo, Filipović, Nenad, Jakovljević, Djordje G., Bosnić, Zoran
Published in Computers in biology and medicine (01.08.2021)
Published in Computers in biology and medicine (01.08.2021)
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Journal Article
A computational pipeline for data augmentation towards the improvement of disease classification and risk stratification models: A case study in two clinical domains
Pezoulas, Vasileios C., Grigoriadis, Grigoris I., Gkois, George, Tachos, Nikolaos S., Smole, Tim, Bosnić, Zoran, Pičulin, Matej, Olivotto, Iacopo, Barlocco, Fausto, Robnik-Šikonja, Marko, Jakovljevic, Djordje G., Goules, Andreas, Tzioufas, Athanasios G., Fotiadis, Dimitrios I.
Published in Computers in biology and medicine (01.07.2021)
Published in Computers in biology and medicine (01.07.2021)
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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
In Silico analysis of stent deployment- effect of stent design
Karanasiou, Georgia S., Tachos, Nikolaos S., Sakellarios, Antonios, Conway, Claire, Pennati, Giancarlo, Petrini, Lorenza, Michalis, Lampros K., Edelman, Elazer R., Fotiadis, Dimitrios I.
Published in 2018 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) (01.07.2018)
Published in 2018 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) (01.07.2018)
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Conference Proceeding
Journal Article
A validated methodology for the 3D reconstruction of cochlea geometries using human microCT images
Sakellarios, A I, Tachos, N S, Rigas, G, Bibas, T, Ni, G, Böhnke, F, Fotiadis, D I
Published in Measurement science & technology (01.05.2017)
Published in Measurement science & technology (01.05.2017)
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Journal Article
A comparative numerical study of four turbulence models for the prediction of horizontal axis wind turbine flow
Tachos, N S, Filios, A E, Margaris, D P
Published in Proceedings of the Institution of Mechanical Engineers. Part C, Journal of mechanical engineering science (01.09.2010)
Published in Proceedings of the Institution of Mechanical Engineers. Part C, Journal of mechanical engineering science (01.09.2010)
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Journal Article
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
Weight Estimation of Mediterranean Food Images using Random Forest Regression Algorithm
Konstantakopoulos, Fotios S., Georga, Eleni I., Tachos, Nikolaos S., Fotiadis, Dimitrios I.
Published in 2023 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) (01.01.2023)
Published in 2023 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) (01.01.2023)
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Conference Proceeding
Journal Article
A Computational Aerodynamics Simulation of the NREL Phase II Rotor
Tachos, N S, Filios, A E, Margaris, D P, Kaldellis, J K
Published in The open mechanical engineering journal (2009)
Published in The open mechanical engineering journal (2009)
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Journal Article
Boosting the performance of MALT lymphoma classification in patients with primary Sjögren's Syndrome through data augmentation: a case study
Pezoulas, Vasileios C., Exarchos, Themis P., Tachos, Nikolaos S., Goules, Andreas, Tzioufas, Athanasios G., Fotiadis, Dimitrios I.
Published in 2023 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) (01.01.2023)
Published in 2023 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) (01.01.2023)
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Conference Proceeding
Journal Article
A "smart" Imputation Approach for Effective Quality Control Across Complex Clinical Data Structures
Pezoulas, Vasileios C., Tachos, Nikolaos S., Olivotto, Iacopo, Barlocco, Fausto, 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