Vasileios C. Pezoulas - Search Results

Year	Number of Results
2017	1
2018	5
2019	5
2020	6
2021	9
2022	8
2023	5
2024	6
2025	3
2026	0

1

Machine Learning Models for Cardiovascular Disease Events Prediction.

Tsarapatsani K, Sakellarios AI, Pezoulas VC, Tsakanikas VD, Kleber ME, Marz W, Michalis LK, Fotiadis DI. Tsarapatsani K, et al. Among authors: pezoulas vc. Annu Int Conf IEEE Eng Med Biol Soc. 2022 Jul;2022:1066-1069. doi: 10.1109/EMBC48229.2022.9871121. Annu Int Conf IEEE Eng Med Biol Soc. 2022. PMID: 36085658

2

Synthetic data generation methods in healthcare: A review on open-source tools and methods.

Pezoulas VC, Zaridis DI, Mylona E, Androutsos C, Apostolidis K, Tachos NS, Fotiadis DI. Pezoulas VC, et al. Comput Struct Biotechnol J. 2024 Jul 9;23:2892-2910. doi: 10.1016/j.csbj.2024.07.005. eCollection 2024 Dec. Comput Struct Biotechnol J. 2024. PMID: 39108677 Free PMC article. Review.

3

Cohort Harmonization and Integrative Analysis From a Biomedical Engineering Perspective.

Kourou KD, Pezoulas VC, Georga EI, Exarchos TP, Tsanakas P, Tsiknakis M, Varvarigou T, De Vita S, Tzioufas A, Fotiadis DI. Kourou KD, et al. Among authors: pezoulas vc. IEEE Rev Biomed Eng. 2019;12:303-318. doi: 10.1109/RBME.2018.2855055. Epub 2018 Jul 11. IEEE Rev Biomed Eng. 2019. PMID: 30004887 Review.

4

An explainable machine learning-driven proposal of pulmonary fibrosis biomarkers.

Fanidis D, Pezoulas VC, Fotiadis DΙ, Aidinis V. Fanidis D, et al. Among authors: pezoulas vc. Comput Struct Biotechnol J. 2023;21:2305-2315. doi: 10.1016/j.csbj.2023.03.043. Epub 2023 Mar 25. Comput Struct Biotechnol J. 2023. PMID: 37007651 Free PMC article.

5

Region-adaptive magnetic resonance image enhancement for improving CNN-based segmentation of the prostate and prostatic zones.

Zaridis DI, Mylona E, Tachos N, Pezoulas VC, Grigoriadis G, Tsiknakis N, Marias K, Tsiknakis M, Fotiadis DI. Zaridis DI, et al. Among authors: pezoulas vc. Sci Rep. 2023 Jan 13;13(1):714. doi: 10.1038/s41598-023-27671-8. Sci Rep. 2023. PMID: 36639671 Free PMC article.

6

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

Pezoulas VC, Liontos A, Mylona E, Papaloukas C, Milionis O, Biros D, Kyriakopoulos C, Kostikas K, Milionis H, Fotiadis DI. Pezoulas VC, et al. Annu Int Conf IEEE Eng Med Biol Soc. 2022 Jul;2022:1020-1023. doi: 10.1109/EMBC48229.2022.9871261. Annu Int Conf IEEE Eng Med Biol Soc. 2022. PMID: 36086001

7

Machine Learning Approaches on High Throughput NGS Data to Unveil Mechanisms of Function in Biology and Disease.

Pezoulas VC, Hazapis O, Lagopati N, Exarchos TP, Goules AV, Tzioufas AG, Fotiadis DI, Stratis IG, Yannacopoulos AN, Gorgoulis VG. Pezoulas VC, et al. Cancer Genomics Proteomics. 2021 Sep-Oct;18(5):605-626. doi: 10.21873/cgp.20284. Cancer Genomics Proteomics. 2021. PMID: 34479914 Free PMC article. Review.

8

Disease Progression of Hypertrophic Cardiomyopathy: Modeling Using Machine Learning.

Pičulin M, Smole T, Žunkovič B, Kokalj E, Robnik-Šikonja M, Kukar M, Fotiadis DI, Pezoulas VC, Tachos NS, Barlocco F, Mazzarotto F, Popović D, Maier LS, Velicki L, Olivotto I, MacGowan GA, Jakovljević DG, Filipović N, Bosnić Z. Pičulin M, et al. Among authors: pezoulas vc. JMIR Med Inform. 2022 Feb 2;10(2):e30483. doi: 10.2196/30483. JMIR Med Inform. 2022. PMID: 35107432 Free PMC article.

9

In silico drug delivery modeling of a novel Everolimus Coated Balloon.

Kotoulas GG, Loukas VS, Karanasiou GS, Sakellarios AI, Pezoulas VC, Katsouras CC, Michalis LK, Semertzioglou A, Moulas A, Geris L, Fotiadis DI. Kotoulas GG, et al. Among authors: pezoulas vc. Annu Int Conf IEEE Eng Med Biol Soc. 2024 Jul;2024:1-4. doi: 10.1109/EMBC53108.2024.10782358. Annu Int Conf IEEE Eng Med Biol Soc. 2024. PMID: 40039502

10

Boosting the performance of MALT lymphoma classification in patients with primary Sjögren's Syndrome through data augmentation: a case study.

Pezoulas VC, Exarchos TP, Tachos NS, Goules A, Tzioufas AG, Fotiadis DI. Pezoulas VC, et al. Annu Int Conf IEEE Eng Med Biol Soc. 2023 Jul;2023:1-4. doi: 10.1109/EMBC40787.2023.10340802. Annu Int Conf IEEE Eng Med Biol Soc. 2023. PMID: 38083761

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