Works by Pantazis, Yannis

Results: 10

Unraveling Acute Cardiorenal Syndrome: Predictors and Consequences in Acute Heart Failure.

Published in:

Journal of Clinical Medicine, 2025, v. 14, n. 7, p. 2270, doi. 10.3390/jcm14072270

By:

Aletras, Georgios;
Bachlitzanaki, Maria;
Stratinaki, Maria;
Lamprogiannakis, Emmanuel;
Panagoutsos, Stylianos;
Kantartzi, Konstantia;
Georgopoulou, Theodora;
Petrakis, Ioannis;
Foukarakis, Emmanuel;
Pantazis, Yannis;
Hamilos, Michael;
Stylianou, Kostas

Publication type:

Article

Summary results of the 2014-2015 DARPA Chikungunya challenge.

Published in:

2018

By:

Del Valle, Sara Y.;
McMahon, Benjamin H.;
Asher, Jason;
Hatchett, Richard;
Lega, Joceline C.;
Brown, Heidi E.;
Leany, Mark E.;
Pantazis, Yannis;
Roberts, David J.;
Moore, Sean;
Peterson, A Townsend;
Escobar, Luis E.;
Qiao, Huijie;
Hengartner, Nicholas W.;
Mukundan, Harshini

Publication type:

journal article

De Novo Antimicrobial Peptide Design with Feedback Generative Adversarial Networks.

Published in:

International Journal of Molecular Sciences, 2024, v. 25, n. 10, p. 5506, doi. 10.3390/ijms25105506

By:

Zervou, Michaela Areti;
Doutsi, Effrosyni;
Pantazis, Yannis;
Tsakalides, Panagiotis

Publication type:

Article

GAN-Based Training of Semi-Interpretable Generators for Biological Data Interpolation and Augmentation.

Published in:

Applied Sciences (2076-3417), 2022, v. 12, n. 11, p. 5434, doi. 10.3390/app12115434

By:

Tsourtis, Anastasios;
Papoutsoglou, Georgios;
Pantazis, Yannis

Publication type:

Article

A unified approach for sparse dynamical system inference from temporal measurements.

Published in:

Bioinformatics, 2019, v. 35, n. 18, p. 3387, doi. 10.1093/bioinformatics/btz065

By:

Pantazis, Yannis;
Tsamardinos, Ioannis

Publication type:

Article

Measuring the Irreversibility of Numerical Schemes for Reversible Stochastic Differential Equations.

Published in:

ESAIM: Mathematical Modelling & Numerical Analysis (ESAIM: M2AN), 2014, v. 48, n. 5, p. 1351, doi. 10.1051/m2an/2013142

By:

Katsoulakis, Markos;
Pantazis, Yannis;
Rey-Bellet, Luc

Publication type:

Article

Parametric sensitivity analysis for biochemical reaction networks based on pathwise information theory.

Published in:

BMC Bioinformatics, 2013, v. 14, n. 1, p. 2, doi. 10.1186/1471-2105-14-311

By:

Pantazis, Yannis;
Katsoulakis, Markos A.;
Vlachos, Dionisios G.

Publication type:

Article

Learning biologically-interpretable latent representations for gene expression data: Pathway Activity Score Learning Algorithm.

Published in:

Machine Learning, 2023, v. 112, n. 11, p. 4257, doi. 10.1007/s10994-022-06158-z

By:

Karagiannaki, Ioulia;
Gourlia, Krystallia;
Lagani, Vincenzo;
Pantazis, Yannis;
Tsamardinos, Ioannis

Publication type:

Article

Accelerated Sensitivity Analysis in High-Dimensional Stochastic Reaction Networks.

Published in:

PLoS ONE, 2015, v. 10, n. 7, p. 1, doi. 10.1371/journal.pone.0130825

By:

Arampatzis, Georgios;
Katsoulakis, Markos A.;
Pantazis, Yannis

Publication type:

Article

(f,Γ)-Divergences: Interpolating between f-Divergences and Integral Probability Metrics.

Published in:

Journal of Machine Learning Research, 2022, v. 23, p. 1

By:

Birrell, Jeremiah;
Dupuis, Paul;
Katsoulakis, Markos A.;
Pantazis, Yannis;
Rey-Bellet, Luc

Publication type:

Article