Tachos NS - Search Results

1

Optimizing radiomics for prostate cancer diagnosis: feature selection strategies, machine learning classifiers, and MRI sequences.

Mylona E, Zaridis DI, Kalantzopoulos CΝ, Tachos NS, Regge D, Papanikolaou N, Tsiknakis M, Marias K; ProCAncer-I Consortium; Fotiadis DI. Mylona E, et al. Among authors: tachos ns. Insights Imaging. 2024 Nov 4;15(1):265. doi: 10.1186/s13244-024-01783-9. Insights Imaging. 2024. PMID: 39495422 Free PMC article.

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. Among authors: tachos ns. 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

ProLesA-Net: A multi-channel 3D architecture for prostate MRI lesion segmentation with multi-scale channel and spatial attentions.

Zaridis DI, Mylona E, Tsiknakis N, Tachos NS, Matsopoulos GK, Marias K, Tsiknakis M, Fotiadis DI. Zaridis DI, et al. Among authors: tachos ns. Patterns (N Y). 2024 May 15;5(7):100992. doi: 10.1016/j.patter.2024.100992. eCollection 2024 Jul 12. Patterns (N Y). 2024. PMID: 39081575 Free PMC article.

4

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: tachos ns. 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.

5

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. Among authors: tachos ns. 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

6

Cleverballoon: An integrated approach for developing a drug-coated balloon with everolimus.

Karanasiou GS, Loukas VS, Siogkas P, Sakellarios AI, Tachos NS, Katsouras C, Moulas A, Ioakimidis K, Chatzimichailidis A, Semertzioglou A, Vratimos A, Spyridonidis I, Michalis LK, Fotiadis DI. Karanasiou GS, et al. Among authors: tachos ns. Annu Int Conf IEEE Eng Med Biol Soc. 2023 Jul;2023:1-4. doi: 10.1109/EMBC40787.2023.10340583. Annu Int Conf IEEE Eng Med Biol Soc. 2023. PMID: 38083146

7

Weight Estimation of Mediterranean Food Images using Random Forest Regression Algorithm.

Konstantakopoulos FS, Georga EI, Tachos NS, Fotiadis DI. Konstantakopoulos FS, et al. Among authors: tachos ns. Annu Int Conf IEEE Eng Med Biol Soc. 2023 Jul;2023:1-4. doi: 10.1109/EMBC40787.2023.10340040. Annu Int Conf IEEE Eng Med Biol Soc. 2023. PMID: 38082778

8

eSEE-d: Emotional State Estimation Based on Eye-Tracking Dataset.

Skaramagkas V, Ktistakis E, Manousos D, Kazantzaki E, Tachos NS, Tripoliti E, Fotiadis DI, Tsiknakis M. Skaramagkas V, et al. Among authors: tachos ns. Brain Sci. 2023 Mar 30;13(4):589. doi: 10.3390/brainsci13040589. Brain Sci. 2023. PMID: 37190554 Free PMC article.

9

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. Among authors: tachos ns. 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.

10

Segmentation of left atrium using CT images and a deep learning model.

Grigoriadis GI, Zaridis D, Pezoulas VC, Nikopoulos S, Sakellarios AI, Tachos NS, Naka KK, Michalis LK, Fotiadis DI. Grigoriadis GI, et al. Among authors: tachos ns. Annu Int Conf IEEE Eng Med Biol Soc. 2022 Jul;2022:3839-3842. doi: 10.1109/EMBC48229.2022.9871623. Annu Int Conf IEEE Eng Med Biol Soc. 2022. PMID: 36086640

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