In silico drug delivery modeling of a novel Everolimus Coated Balloon

Authors: Kotoulas, Grigorios G., Loukas, Vasileios S., Karanasiou, Georgia S., Sakellarios, Antonis I., Pezoulas, Vasileios C., Katsouras, Christos C., Michalis, Lambros K., Semertzioglou, Arsen, Moulas, Anargyros, Geris, Liesbet, Fotiadis, Dimitrios I.

Source: 2024 46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) Engineering in Medicine and Biology Society (EMBC), 2024 46th Annual International Conference of the IEEE. :1-4 Jul, 2024

Relation: 2024 46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)

Distilling knowledge from high quality biobank data towards the discovery of risk factors for patients with cardiovascular diseases and depression

Authors: Pezoulas, Vasileios C., Ehret, Georg, Bosch, Jos, Fotiadis, Dimitrios I., Sakellarios, Antonis

Source: 2023 IEEE EMBS International Conference on Biomedical and Health Informatics (BHI) Biomedical and Health Informatics (BHI), 2023 IEEE EMBS International Conference on. :1-4 Oct, 2023

Relation: 2023 IEEE EMBS International Conference on Biomedical and Health Informatics (BHI)

Machine Learning Models to Predict Myocardial Infarction Within 10-Years Follow-up of Cardiovascular Disease Progression

Authors: Tsarapatsani, Konstantina-Helen, Sakellarios, Antonis, Pezoulas, Vasileios C., Tsakanikas, Vasilis D., Matsopoulos, George K., Marz, Winfried, Kleber, Marcus, Fotiadis, Dimitrios I.

Source: 2022 IEEE-EMBS International Conference on Biomedical and Health Informatics (BHI) Biomedical and Health Informatics (BHI), 2022 IEEE-EMBS International Conference on. :1-4 Sep, 2022

Relation: 2022 IEEE-EMBS International Conference on Biomedical and Health Informatics (BHI)

Comparison of Proteomic Approaches in Autoinflammatory Disease Classification

Authors: Papagiannopoulos, Orestis D., Papaloukas, Costas, Pezoulas, Vasileios C., Van de Werken, Harmen J.G., Poulet, Christophe, Mueller, Yvonne M., Katsikis, Peter D., De Seny, Dominique, Fotiadis, Dimitrios I.

Source: 2022 IEEE-EMBS International Conference on Biomedical and Health Informatics (BHI) Biomedical and Health Informatics (BHI), 2022 IEEE-EMBS International Conference on. :01-04 Sep, 2022

Relation: 2022 IEEE-EMBS International Conference on Biomedical and Health Informatics (BHI)

Computational modeling of atherosclerotic plaque progression through an efficient 3D agent-based modeling approach

Authors: Tsompou, Panagiota I., Potsika, Vassiliki T., Petrovic, N., Pezoulas, Vasileios C., Siogkas, Panagiotis K., Tsakanikas, Vassilis D., Pleouras, Dimitrios S., Papafaklis, Michael, Nikopoulos, Sotirios, Sakellarios, Antonis I., Fotiadis, Dimitrios I.

Source: 2022 IEEE-EMBS International Conference on Biomedical and Health Informatics (BHI) Biomedical and Health Informatics (BHI), 2022 IEEE-EMBS International Conference on. :01-04 Sep, 2022

Relation: 2022 IEEE-EMBS International Conference on Biomedical and Health Informatics (BHI)

A hybrid approach based on dynamic trajectories to predict mortality in COVID-19 patients upon steroids administration

Authors: Pezoulas, Vasileios C., Mylona, Eygenia, Papaloukas, Costas, Liontos, Angelos, Biros, Dimitrios I., Milionis, Orestis I., Kyriakopoulos, Chris, Kostikas, Kostantinos, Milionis, Haralampos, Fotiadis, Dimitrios I.

Source: 2022 IEEE-EMBS International Conference on Biomedical and Health Informatics (BHI) Biomedical and Health Informatics (BHI), 2022 IEEE-EMBS International Conference on. :01-04 Sep, 2022

Relation: 2022 IEEE-EMBS International Conference on Biomedical and Health Informatics (BHI)

A federated AI-empowered platform for disease management across a Pan-European data driven hub

Authors: Pezoulas, Vasileios C., Kalatzis, Fanis, Exarchos, Themis P., Goules, Antreas, Tzioufas, Athanasios G., Fotiadis, Dimitrios I.

Source: 2022 IEEE-EMBS International Conference on Biomedical and Health Informatics (BHI) Biomedical and Health Informatics (BHI), 2022 IEEE-EMBS International Conference on. :1-4 Sep, 2022

Relation: 2022 IEEE-EMBS International Conference on Biomedical and Health Informatics (BHI)

Machine Learning Models for Cardiovascular Disease Events Prediction

Authors: Tsarapatsani, Konstantina, Sakellarios, Antonis I., Pezoulas, Vasileios C., Tsakanikas, Vassilis D., Kleber, Marcus E., Marz, Winfried, Michalis, Lampros K., Fotiadis, Dimitrios I.

Source: 2022 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) Engineering in Medicine & Biology Society (EMBC), 2022 44th Annual International Conference of the IEEE. :1066-1069 Jul, 2022

Relation: 2022 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC)

Predicting the need for mechanical ventilation and mortality in hospitalized COVID-19 patients who received heparin

Authors: Pezoulas, Vasileios C., Liontos, Angelos, Mylona, Eugenia, Papaloukas, Costas, Milionis, Orestis, Biros, Dimitrios, Kyriakopoulos, Chris, Kostikas, Kostantinos, Milionis, Haralampos, Fotiadis, Dimitrios I.

Source: 2022 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) Engineering in Medicine & Biology Society (EMBC), 2022 44th Annual International Conference of the IEEE. :1020-1023 Jul, 2022

Relation: 2022 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC)

A “smart” Imputation Approach for Effective Quality Control Across Complex Clinical Data Structures

Authors: Pezoulas, Vasileios C., Tachos, Nikolaos S., Olivotto, Iacopo, Barlocco, Fausto, Fotiadis, Dimitrios I.

Source: 2022 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) Engineering in Medicine & Biology Society (EMBC), 2022 44th Annual International Conference of the IEEE. :1049-1052 Jul, 2022

Relation: 2022 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC)

Assessing the Robustness of nnU-Net in the Detection of Prostate Lesions via Bi-Parametric MRI

Authors: Zaridis, Dimitrios I., Mylona, Eugenia, Tachos, Nikolaos, Kalantzopoulos, Charalampos, Pezoulas, Vasileios C., Koutsouris, Dimitrios D., Matsopoulos, George K., Marias, Kostas, Tsiknakis, Manolis, Fotiadis, Dimitrios I.

Source: 2023 IEEE EMBS Special Topic Conference on Data Science and Engineering in Healthcare, Medicine and Biology Data Science and Engineering in Healthcare, Medicine and Biology, 2023 IEEE EMBS Special Topic Conference on. :33-34 Dec, 2023

Relation: 2023 IEEE EMBS Special Topic Conference on Data Science and Engineering in Healthcare, Medicine and Biology

An explainable and trustworthy AI framework for federated learning: a case study in rare autoimmune diseases*

Authors: Pezoulas, Vasileios C., Goules, A., Tzioufas, A. G., Fotiadis, D. I.

Source: 2023 IEEE EMBS Special Topic Conference on Data Science and Engineering in Healthcare, Medicine and Biology Data Science and Engineering in Healthcare, Medicine and Biology, 2023 IEEE EMBS Special Topic Conference on. :35-36 Dec, 2023

Relation: 2023 IEEE EMBS Special Topic Conference on Data Science and Engineering in Healthcare, Medicine and Biology

Prediction of Stroke Risk Within 7-Years Follow Up Using Machine Learning Models*

Authors: Tsarapatsani, Konstantina-Helen, Sakellarios, Antonis, Tsakanikas, Vasilis D, Rudolf, Henrik, Trampisch, Hans J., Pezoulas, Vasileios C., Matsopoulos, George K., Fotiadis, Dimitrios I.

Source: 2023 IEEE EMBS Special Topic Conference on Data Science and Engineering in Healthcare, Medicine and Biology Data Science and Engineering in Healthcare, Medicine and Biology, 2023 IEEE EMBS Special Topic Conference on. :135-136 Dec, 2023

Relation: 2023 IEEE EMBS Special Topic Conference on Data Science and Engineering in Healthcare, Medicine and Biology

Variational Gaussian Mixture Models with robust Dirichlet concentration priors for virtual population generation in hypertrophic cardiomyopathy: a comparison study

Authors: Pezoulas, Vasileios C., Grigoriadis, Grigorios I., Tachos, Nikolaos S., Barlocco, Fausto, Olivotto, Iacopo, Fotiadis, Dimitrios I.

Source: 2021 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) Engineering in Medicine & Biology Society (EMBC), 2021 43rd Annual International Conference of the IEEE. :1674-1677 Nov, 2021

Relation: 2021 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC)

Multiple additive regression trees with hybrid loss for classification tasks across heterogeneous clinical data in distributed environments: a case study

Authors: Pezoulas, Vasileios C., Exarchos, Themis P., Tzioufas, Athanasios G., Fotiadis, Dimitrios I.

Source: 2021 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) Engineering in Medicine & Biology Society (EMBC), 2021 43rd Annual International Conference of the IEEE. :1670-1673 Nov, 2021

Relation: 2021 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC)

A federated AI strategy for the classification of patients with Mucosa Associated Lymphoma Tissue (MALT) lymphoma across multiple harmonized cohorts

Authors: Pezoulas, Vasileios C., Kalatzis, Fanis, Exarchos, Themis P., Chatzis, Luke, Gandolfo, Saviana, Goules, Andreas, De Vita, Salvatore, Tzioufas, Athanasios G., Fotiadis, Dimitrios I.

Source: 2021 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) Engineering in Medicine & Biology Society (EMBC), 2021 43rd Annual International Conference of the IEEE. :1666-1669 Nov, 2021

Relation: 2021 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC)

A hybrid data harmonization workflow using word embeddings for the interlinking of heterogeneous cross-domain clinical data structures

Authors: Pezoulas, Vasileios C., Sakellarios, Antonis, Kleber, Marcus, Bosch, Jos A., Van der Laan, Sander W., Lamers, Femke, Lehtimaki, Terho, Marz, Winfried, Fotiadis, Dimitrios I.

Source: 2021 IEEE EMBS International Conference on Biomedical and Health Informatics (BHI) Biomedical and Health Informatics (BHI), 2021 IEEE EMBS International Conference on. :1-4 Jul, 2021

Relation: 2021 IEEE EMBS International Conference on Biomedical and Health Informatics (BHI)

Towards the development of a unified virtual population model in hypertrophic cardiomyopathy

Authors: Grigoriadis, Grigoris I., Pezoulas, Vasileios C., Roumpi, Maria, Gkois, George, Tachos, Nikolaos S., Prodanovic, Momcilo, Prodanovic, Danica, Stojanovic, Boban, Mijailovich, Srboljub M., Filipovic, Nenad, Fotiadis, Dimitrios I.

Source: 2021 IEEE EMBS International Conference on Biomedical and Health Informatics (BHI) Biomedical and Health Informatics (BHI), 2021 IEEE EMBS International Conference on. :1-4 Jul, 2021

Relation: 2021 IEEE EMBS International Conference on Biomedical and Health Informatics (BHI)

Prediction of atherosclerotic disease progression combining computational modelling with machine learning

Authors: Sakellarios, Antonis I., Pezoulas, Vasileios C., Bourantas, Christos, Naka, Katerina K., Michalis, Lampros K., Serruys, Patrick W., Stone, Gregg, Garcia-Garcia, Hector M., Fotiadis, Dimitrios I.

Source: 2020 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) Engineering in Medicine & Biology Society (EMBC), 2020 42nd Annual International Conference of the IEEE. :2760-2763 Jul, 2020

Relation: 2020 42nd Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) in conjunction with the 43rd Annual Conference of the Canadian Medical and Biological Engineering Society

Generation of virtual patient data for in-silico cardiomyopathies drug development using tree ensembles: a comparative study

Authors: Pezoulas, Vasileios C., Grigoriadis, Grigorios I., Tachos, Nikolaos S., Barlocco, Fausto, Olivotto, Iacopo, Fotiadis, Dimitrios I.

Source: 2020 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) Engineering in Medicine & Biology Society (EMBC), 2020 42nd Annual International Conference of the IEEE. :5343-5346 Jul, 2020

Relation: 2020 42nd Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) in conjunction with the 43rd Annual Conference of the Canadian Medical and Biological Engineering Society