Pezoulas VC - Search Results

1

Multimodal automatic assessment of acute pain through facial videos and heart rate signals utilizing transformer-based architectures.

Gkikas S, Tachos NS, Andreadis S, Pezoulas VC, Zaridis D, Gkois G, Matonaki A, Stavropoulos TG, Fotiadis DI. Gkikas S, et al. Among authors: pezoulas vc. Front Pain Res (Lausanne). 2024 Mar 27;5:1372814. doi: 10.3389/fpain.2024.1372814. eCollection 2024. Front Pain Res (Lausanne). 2024. PMID: 38601923 Free PMC article.

2

FHBF: Federated hybrid boosted forests with dropout rates for supervised learning tasks across highly imbalanced clinical datasets.

Pezoulas VC, Kalatzis F, Exarchos TP, Goules A, Tzioufas AG, Fotiadis DI. Pezoulas VC, et al. Patterns (N Y). 2024 Jan 12;5(1):100893. doi: 10.1016/j.patter.2023.100893. eCollection 2024 Jan 12. Patterns (N Y). 2024. PMID: 38264722 Free PMC article.

3

AI-Enhanced Predictive Modeling for Identifying Depression and Delirium in Cardiovascular Patients Scheduled for Cardiac Surgery.

Nowakowska K, Sakellarios A, Kaźmierski J, Fotiadis DI, Pezoulas VC. Nowakowska K, et al. Among authors: pezoulas vc. Diagnostics (Basel). 2023 Dec 27;14(1):67. doi: 10.3390/diagnostics14010067. Diagnostics (Basel). 2023. PMID: 38201376 Free PMC article.

4

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

5

Comparison of pulmonary and small airways function between idiopathic inflammatory myopathies patients with and without interstitial lung disease.

Panagopoulos PK, Georgakopoulou VE, Pezoulas VC, Malagari K, Fotiadis DI, Goules AV, Vassilakopoulos T, Tzioufas AG. Panagopoulos PK, et al. Among authors: pezoulas vc. Clin Exp Rheumatol. 2024 Feb;42(2):337-343. doi: 10.55563/clinexprheumatol/v22yge. Epub 2023 Jun 28. Clin Exp Rheumatol. 2024. PMID: 37382448 Free article.

6

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.

7

Bayesian Inference-Based Gaussian Mixture Models With Optimal Components Estimation Towards Large-Scale Synthetic Data Generation for In Silico Clinical Trials.

Pezoulas VC, Tachos NS, Gkois G, Olivotto I, Barlocco F, Fotiadis DI. Pezoulas VC, et al. IEEE Open J Eng Med Biol. 2022 Jun 10;3:108-114. doi: 10.1109/OJEMB.2022.3181796. eCollection 2022. IEEE Open J Eng Med Biol. 2022. PMID: 36860496 Free PMC article.

8

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.

9

The clinical phenotype of primary Sjögren's syndrome patients with lymphadenopathy.

Stergiou IE, Chatzis LG, Pezoulas VC, Baldini C, Fotiadis DI, Voulgarelis M, Tzioufas AG, Goules AV. Stergiou IE, et al. Among authors: pezoulas vc. Clin Exp Rheumatol. 2022 Dec;40(12):2357-2362. doi: 10.55563/clinexprheumatol/263xbc. Epub 2022 Dec 20. Clin Exp Rheumatol. 2022. PMID: 36541237 Free article.

10

Small airways dysfunction in patients with systemic sclerosis and interstitial lung disease.

Panagopoulos PK, Goules AV, Georgakopoulou VE, Kallianos A, Chatzinikita E, Pezoulas VC, Malagari K, Fotiadis DI, Vlachoyiannopoulos P, Vassilakopoulos T, Tzioufas AG. Panagopoulos PK, et al. Among authors: pezoulas vc. Front Med (Lausanne). 2022 Nov 14;9:1016898. doi: 10.3389/fmed.2022.1016898. eCollection 2022. Front Med (Lausanne). 2022. PMID: 36452897 Free PMC article.

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