Costas Papaloukas

Proceedings of the Pervasive Computing Technologies for Healthcare, 2022

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

[BibT_eX]

[DOI]

Vasileios C. Pezoulas

Orestis D. Papagiannopoulos

Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022

Comparison of High-Throughput Technologies in the Classification of Adult-Onset Still's Disease Patients.

[BibT_eX]

[DOI]

Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022

Short Term Glucose Prediction in Patients with Type 1 Diabetes Mellitus.

[BibT_eX]

[DOI]

Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022

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

[BibT_eX]

[DOI]

Vasileios C. Pezoulas

Orestis D. Papagiannopoulos

Proceedings of the IEEE-EMBS International Conference on Biomedical and Health Informatics, 2022

Comparison of Proteomic Approaches in Autoinflammatory Disease Classification.

[BibT_eX]

[DOI]

Harmen J. G. van de Werken

Vasileios C. Pezoulas

Proceedings of the IEEE-EMBS International Conference on Biomedical and Health Informatics, 2022

2020

Cancer classification from time series microarray data through regulatory Dynamic Bayesian Networks.

[BibT_eX]

[DOI]

Comput. Biol. Medicine, 2020

2018

Assessing The Predictive Value Of Regulatory Molecules For Patient Outcome In Pancreatic Cancer: A Computational Approach.

[BibT_eX]

[DOI]

Michael Mitsis

Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

2017

Integration of Pathway Knowledge and Dynamic Bayesian Networks for the Prediction of Oral Cancer Recurrence.

[BibT_eX]

[DOI]

IEEE J. Biomed. Health Informatics, 2017

Identification of differentially expressed genes through a meta-analysis approach for oral cancer classification.

[BibT_eX]

[DOI]

Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017

A computational pipeline for deciphering the molecular mechanisms of oral cancer progression.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE EMBS International Conference on Biomedical & Health Informatics, 2017

2016

Prediction of oral cancer recurrence using dynamic Bayesian networks.

[BibT_eX]

[DOI]

George Rigas

Konstantinos P. Exarchos

Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

Gene-based pathway enrichment analysis of oral squamous cell carcinoma patients.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE-EMBS International Conference on Biomedical and Health Informatics, 2016

2015

Analysis of Protein Interaction Networks for the Detection of Candidate Hepatitis B and C Biomarkers.

[BibT_eX]

[DOI]

IEEE J. Biomed. Health Informatics, 2015

A Bayesian Network-based approach for discovering oral cancer candidate biomarkers.

[BibT_eX]

[DOI]

Konstantinos P. Exarchos

Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

2014

Assessment of optimized Markov models in protein fold classification.

[BibT_eX]

[DOI]

Christos Lampros

Thomas Simos

Konstantinos P. Exarchos

J. Bioinform. Comput. Biol., 2014

2013

Novel biomarkers discovery for HBV and HCV monitoring through protein interaction networks analysis.

[BibT_eX]

[DOI]

Proceedings of the 13th IEEE International Conference on BioInformatics and BioEngineering, 2013

2011

Extraction of consensus protein patterns in regions containing non-proline <i>cis </i>peptide bonds and their functional assessment.

[BibT_eX]

[DOI]

Dimosthenis A. Sarigiannis

BMC Bioinform., 2011

2009

Bayesian Algorithm Implementation in a Real Time Exposure Assessment Model on Benzene with Calculation of Associated Cancer Risks.

[BibT_eX]

[DOI]

Spyros P. Karakitsios

Sensors, 2009

An optimized sequential pattern matching methodology for sequence classification.

[BibT_eX]

[DOI]

Markos G. Tsipouras

Knowl. Inf. Syst., 2009

Prediction of cis/trans isomerization using feature selection and support vector machines.

[BibT_eX]

[DOI]

J. Biomed. Informatics, 2009

PBOND: Web Server for the Prediction of Proline and Non-Proline cis I trans Isomerization.

[BibT_eX]

[DOI]

Genom. Proteom. Bioinform., 2009

Improving the protein fold recognition accuracy of a reduced state-space hidden Markov model.

[BibT_eX]

[DOI]

Christos Lampros

Dimitrios G. Tsalikakis

Comput. Biol. Medicine, 2009

Detection of discriminative sequence patterns in the neighborhood of proline cis peptide bonds and their functional annotation.

[BibT_eX]

[DOI]

BMC Bioinform., 2009

2008

Mining sequential patterns for protein fold recognition.

[BibT_eX]

[DOI]

Christos Lampros

J. Biomed. Informatics, 2008

A two-stage methodology for sequence classification based on sequential pattern mining and optimization.

[BibT_eX]

[DOI]

Markos G. Tsipouras

Data Knowl. Eng., 2008

Systematic elicitation of sequence patterns associated with non-proline cis peptide bonds.

[BibT_eX]

[DOI]

Proceedings of the 8th IEEE International Conference on Bioinformatics and Bioengineering, 2008

2007

Sequence-based protein structure prediction using a reduced state-space hidden Markov model.

[BibT_eX]

[DOI]

Comput. Biol. Medicine, 2007

A two-stage method for MUAP classification based on EMG decomposition.

[BibT_eX]

[DOI]

Ioannis Sarmas

Comput. Biol. Medicine, 2007

A methodology for the automated creation of fuzzy expert systems for ischaemic and arrhythmic beat classification based on a set of rules obtained by a decision tree.

[BibT_eX]

[DOI]