Costas Papaloukas
Orcid: 0000-0002-6736-5536Affiliations:
- University of Ioannina, Greece
According to our database1,
Costas Papaloukas
authored at least 38 papers
between 2000 and 2023.
Collaborative distances:
Collaborative distances:
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Online presence:
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on orcid.org
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on bat.uoi.gr
On csauthors.net:
Bibliography
2023
Classification of Inflammation of Unknown Origin patients based on RNA-seq and SomaScan data.
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023
A comparison study on creating simulated patient data for individuals suffering from chronic coronary disorders.
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023
2022
ICU admission and mortality classifiers for COVID-19 patients based on subgroups of dynamically associated profiles across multiple timepoints.
Comput. Biol. Medicine, 2022
An Exploratory Study of the Value of Vital Signs on the Short-Term Prediction of Subcutaneous Glucose Concentration in Type 1 Diabetes - The GlucoseML Study.
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.
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.
Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022
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.
Proceedings of the IEEE-EMBS International Conference on Biomedical and Health Informatics, 2022
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.
Comput. Biol. Medicine, 2020
2018
Assessing The Predictive Value Of Regulatory Molecules For Patient Outcome In Pancreatic Cancer: A Computational Approach.
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.
IEEE J. Biomed. Health Informatics, 2017
Identification of differentially expressed genes through a meta-analysis approach for oral cancer classification.
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.
Proceedings of the 2017 IEEE EMBS International Conference on Biomedical & Health Informatics, 2017
2016
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016
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.
IEEE J. Biomed. Health Informatics, 2015
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015
2014
J. Bioinform. Comput. Biol., 2014
2013
Novel biomarkers discovery for HBV and HCV monitoring through protein interaction networks analysis.
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.
BMC Bioinform., 2011
2009
Bayesian Algorithm Implementation in a Real Time Exposure Assessment Model on Benzene with Calculation of Associated Cancer Risks.
Sensors, 2009
Knowl. Inf. Syst., 2009
Prediction of cis/trans isomerization using feature selection and support vector machines.
J. Biomed. Informatics, 2009
PBOND: Web Server for the Prediction of Proline and Non-Proline cis I trans Isomerization.
Genom. Proteom. Bioinform., 2009
Improving the protein fold recognition accuracy of a reduced state-space hidden Markov model.
Comput. Biol. Medicine, 2009
Detection of discriminative sequence patterns in the neighborhood of proline cis peptide bonds and their functional annotation.
BMC Bioinform., 2009
2008
J. Biomed. Informatics, 2008
A two-stage methodology for sequence classification based on sequential pattern mining and optimization.
Data Knowl. Eng., 2008
Systematic elicitation of sequence patterns associated with non-proline cis peptide bonds.
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.
Comput. Biol. Medicine, 2007
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.
Artif. Intell. Medicine, 2007
2006
An association rule mining-based methodology for automated detection of ischemic ECG beats.
IEEE Trans. Biomed. Eng., 2006
Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006
2004
Automated ischemic beat classification using genetic algorithms and multicriteria decision analysis.
IEEE Trans. Biomed. Eng., 2004
2002
Artif. Intell. Medicine, 2002
2000
Proceedings of the Fourth International Conference on Knowledge-Based Intelligent Information Engineering Systems & Allied Technologies, 2000