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ORCIDCostas Papaloukas
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- affiliation: University of Ioannina, Greece
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2020 – today
- 2023
[c18]Angela Koloi, Vasileios S. Loukas, Antonis I. Sakellarios, Jos A. Bosch, Rick Quax, Karina Nowakowska, Nikolaos S. Tachos, Jakub Kazmierski, Costas Papaloukas, Dimitrios I. Fotiadis:
A comparison study on creating simulated patient data for individuals suffering from chronic coronary disorders. EMBC 2023: 1-4- [c17]Orestis D. Papagiannopoulos, Konstantina Kourou, Costas Papaloukas, Georgia S. Karanasiou, Harmen J. G. van de Werken, Yvonne M. Mueller, Peter D. Katsikis, Daniel Herrero-Saboya, Dimitrios I. Fotiadis:
Classification of Inflammation of Unknown Origin patients based on RNA-seq and SomaScan data. EMBC 2023: 1-4 - 2022
- [j20]Vasileios C. Pezoulas
, Konstantina D. Kourou, Eugenia Mylona, Costas Papaloukas, Angelos Liontos, Dimitrios I. Biros, Orestis I. Milionis, Chris Kyriakopoulos, Kostantinos Kostikas, Haralampos Milionis, Dimitrios I. Fotiadis:
ICU admission and mortality classifiers for COVID-19 patients based on subgroups of dynamically associated profiles across multiple timepoints. Comput. Biol. Medicine 141: 105176 (2022) - [c16]Orestis D. Papagiannopoulos, Costas Papaloukas, Vasileios C. Pezoulas, Harmen J. G. van de Werken, Christophe Poulet, Yvonne M. Mueller, Peter D. Katsikis, Dominique De Seny, Dimitrios I. Fotiadis:
Comparison of Proteomic Approaches in Autoinflammatory Disease Classification. BHI 2022: 1-4 - [c15]Vasileios C. Pezoulas, Eugenia Mylona, Costas Papaloukas, Angelos Liontos, Dimitrios I. Biros, Orestis I. Milionis, Chris Kyriakopoulos, Kostantinos Kostikas, Haralampos Milionis, Dimitrios I. Fotiadis:
A hybrid approach based on dynamic trajectories to predict mortality in COVID-19 patients upon steroids administration. BHI 2022: 1-4 - [c14]Orestis D. Papagiannopoulos, Konstantina Kourou, Costas Papaloukas, Dimitrios I. Fotiadis:
Comparison of High-Throughput Technologies in the Classification of Adult-Onset Still's Disease Patients. EMBC 2022: 77-80 - [c13]Daphne N. Katsarou, Eleni I. Georga, Maria Christou, Stelios Tigas, Costas Papaloukas, Dimitrios I. Fotiadis:
Short Term Glucose Prediction in Patients with Type 1 Diabetes Mellitus. EMBC 2022: 329-332 - [c12]Vasileios C. Pezoulas, Angelos Liontos, Eugenia Mylona, Costas Papaloukas, Orestis I. Milionis, Dimitrios I. Biros, Chris Kyriakopoulos, Kostantinos Kostikas, Haralampos Milionis, Dimitrios I. Fotiadis:
Predicting the need for mechanical ventilation and mortality in hospitalized COVID-19 patients who received heparin. EMBC 2022: 1020-1023 - [c11]Daphne N. Katsarou, Eleni I. Georga, Maria Christou, Stelios Tigas, Costas Papaloukas, Dimitrios I. Fotiadis:
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. PervasiveHealth 2022: 450-459 - 2020
- [j19]Konstantina Kourou, George Rigas, Costas Papaloukas, Michael Mitsis, Dimitrios I. Fotiadis:
Cancer classification from time series microarray data through regulatory Dynamic Bayesian Networks. Comput. Biol. Medicine 116: 103577 (2020)
2010 – 2019
- 2018
- [c10]Konstantina Kourou, Costas Papaloukas, Michael Mitsis, Dimitrios I. Fotiadis:
Assessing The Predictive Value Of Regulatory Molecules For Patient Outcome In Pancreatic Cancer: A Computational Approach. EMBC 2018: 1307-1310 - 2017
- [j18]Konstantina Kourou, Costas Papaloukas, Dimitrios I. Fotiadis:
Integration of Pathway Knowledge and Dynamic Bayesian Networks for the Prediction of Oral Cancer Recurrence. IEEE J. Biomed. Health Informatics 21(2): 320-327 (2017) - [c9]Konstantina Kourou, Costas Papaloukas, Dimitrios I. Fotiadis:
A computational pipeline for deciphering the molecular mechanisms of oral cancer progression. BHI 2017: 209-212 - [c8]Konstantina Kourou, Costas Papaloukas, Dimitrios I. Fotiadis:
Identification of differentially expressed genes through a meta-analysis approach for oral cancer classification. EMBC 2017: 3876-3879 - 2016
- [c7]Konstantina Kourou, Costas Papaloukas, Dimitrios I. Fotiadis:
Gene-based pathway enrichment analysis of oral squamous cell carcinoma patients. BHI 2016: 360-363 - [c6]Konstantina Kourou, George Rigas, Konstantinos P. Exarchos, Costas Papaloukas, Dimitrios I. Fotiadis:
Prediction of oral cancer recurrence using dynamic Bayesian networks. EMBC 2016: 5275-5278 - 2015
- [j17]Thomas Simos, Urania Georgopoulou, George Thyphronitis, John Koskinas, Costas Papaloukas:
Analysis of Protein Interaction Networks for the Detection of Candidate Hepatitis B and C Biomarkers. IEEE J. Biomed. Health Informatics 19(1): 181-189 (2015) - [c5]Konstantina Kourou, Konstantinos P. Exarchos, Costas Papaloukas, Dimitrios I. Fotiadis:
A Bayesian Network-based approach for discovering oral cancer candidate biomarkers. EMBC 2015: 7663-7666 - 2014
- [j16]Christos Lampros, Thomas Simos, Themis P. Exarchos, Konstantinos P. Exarchos, Costas Papaloukas, Dimitrios I. Fotiadis:
Assessment of optimized Markov models in protein fold classification. J. Bioinform. Comput. Biol. 12(4) (2014) - 2013
- [c4]Thomas Simos, Costas Papaloukas, George Thyphronitis, Urania Georgopoulou:
Novel biomarkers discovery for HBV and HCV monitoring through protein interaction networks analysis. BIBE 2013: 1-4 - 2011
- [j15]Costas P. Exarchos, Themis P. Exarchos, Georgios Rigas, Costas Papaloukas, Dimitrios I. Fotiadis:
Extraction of consensus protein patterns in regions containing non-proline cis peptide bonds and their functional assessment. BMC Bioinform. 12: 142 (2011)
2000 – 2009
- 2009
- [j14]Costas P. Exarchos, Themis P. Exarchos, Costas Papaloukas, Anastassios N. Troganis, Dimitrios I. Fotiadis:
Detection of discriminative sequence patterns in the neighborhood of proline cis peptide bonds and their functional annotation. BMC Bioinform. 10 (2009) - [j13]Christos Lampros, Costas Papaloukas, Costas P. Exarchos, Dimitrios I. Fotiadis, Dimitrios G. Tsalikakis:
Improving the protein fold recognition accuracy of a reduced state-space hidden Markov model. Comput. Biol. Medicine 39(10): 907-914 (2009) - [j12]Costas P. Exarchos, Themis P. Exarchos, Costas Papaloukas, Anastassios N. Troganis, Dimitrios I. Fotiadis:
PBOND: Web Server for the Prediction of Proline and Non-Proline cis I trans Isomerization. Genom. Proteom. Bioinform. 7(3): 138-142 (2009) - [j11]Costas P. Exarchos, Costas Papaloukas, Themis P. Exarchos, Anastassios N. Troganis, Dimitrios I. Fotiadis:
Prediction of cis/trans isomerization using feature selection and support vector machines. J. Biomed. Informatics 42(1): 140-149 (2009) - [j10]Themis P. Exarchos, Markos G. Tsipouras, Costas Papaloukas, Dimitrios I. Fotiadis:
An optimized sequential pattern matching methodology for sequence classification. Knowl. Inf. Syst. 19(2): 249-264 (2009) - [j9]Dimosthenis A. Sarigiannis, Spyros P. Karakitsios, Alberto Gotti, Costas L. Papaloukas, Pavlos A. Kassomenos, Georgios A. Pilidis:
Bayesian Algorithm Implementation in a Real Time Exposure Assessment Model on Benzene with Calculation of Associated Cancer Risks. Sensors 9(2): 731-755 (2009) - 2008
- [j8]Themis P. Exarchos, Markos G. Tsipouras, Costas Papaloukas, Dimitrios I. Fotiadis:
A two-stage methodology for sequence classification based on sequential pattern mining and optimization. Data Knowl. Eng. 66(3): 467-487 (2008) - [j7]Themis P. Exarchos, Costas Papaloukas, Christos Lampros, Dimitrios I. Fotiadis:
Mining sequential patterns for protein fold recognition. J. Biomed. Informatics 41(1): 165-179 (2008) - [c3]Costas P. Exarchos, Themis P. Exarchos, Costas Papaloukas, Anastassios N. Troganis, Dimitrios I. Fotiadis:
Systematic elicitation of sequence patterns associated with non-proline cis peptide bonds. BIBE 2008: 1-6 - 2007
- [j6]Themis P. Exarchos, Markos G. Tsipouras, Costas P. Exarchos, Costas Papaloukas, Dimitrios I. Fotiadis, Lampros K. Michalis:
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 40(3): 187-200 (2007) - [j5]Christos Lampros, Costas Papaloukas, Themis P. Exarchos, Yorgos Goletsis, Dimitrios I. Fotiadis:
Sequence-based protein structure prediction using a reduced state-space hidden Markov model. Comput. Biol. Medicine 37(9): 1211-1224 (2007) - [j4]Christos D. Katsis, Themis P. Exarchos, Costas Papaloukas, Yorgos Goletsis, Dimitrios I. Fotiadis, Ioannis Sarmas:
A two-stage method for MUAP classification based on EMG decomposition. Comput. Biol. Medicine 37(9): 1232-1240 (2007) - 2006
- [j3]Themis P. Exarchos, Costas Papaloukas, Dimitrios I. Fotiadis, Lampros K. Michalis:
An association rule mining-based methodology for automated detection of ischemic ECG beats. IEEE Trans. Biomed. Eng. 53(8): 1531-1540 (2006) - [c2]Themis P. Exarchos, Costas Papaloukas, Christos Lampros, Dimitrios I. Fotiadis:
Protein Classification using Sequential Pattern Mining. EMBC 2006: 5814-5817 - 2004
- [j2]Yorgos Goletsis, Costas Papaloukas, Dimitrios I. Fotiadis, Aristidis Likas, Lampros K. Michalis:
Automated ischemic beat classification using genetic algorithms and multicriteria decision analysis. IEEE Trans. Biomed. Eng. 51(10): 1717-1725 (2004) - 2002
- [j1]Costas Papaloukas, Dimitrios I. Fotiadis, Aristidis Likas, Lampros K. Michalis:
An ischemia detection method based on artificial neural networks. Artif. Intell. Medicine 24(2): 167-178 (2002) - 2000
- [c1]Costas Papaloukas, Dimitrios I. Fotiadis, Aristidis Likas, Athanasios P. Liavas, Lampros K. Michalis:
A robust knowledge-based technique for ischemia detection in noisy ECGs. KES 2000: 768-771
Coauthor Index
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