Costas Papaloukas

Publication Activity (10 Years)

Years Active: 2000-2023
Publications (10 Years): 18

Top Topics

Dynamic Bayesian Networks

Diabetes Mellitus

Cancer Classification

Top Venues

IEEE J. Biomed. Health Informatics

Comput. Biol. Medicine

Publications

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)
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)
Vasileios C. Pezoulas, Konstantina D. Kourou, Eugenia Mylona, Costas Papaloukas, Angelos Liontos, Dimitrios 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 (2022)
Vasileios C. Pezoulas, Angelos Liontos, Eugenia Mylona, Costas Papaloukas, Orestis I. Milionis, Dimitrios 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)
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)
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)
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)
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)
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)
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 (2020)
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)
Konstantina Kourou, Costas Papaloukas, Dimitrios I. Fotiadis
Identification of differentially expressed genes through a meta-analysis approach for oral cancer classification. EMBC (2017)
Konstantina Kourou, Costas Papaloukas, Dimitrios I. Fotiadis
A computational pipeline for deciphering the molecular mechanisms of oral cancer progression. BHI (2017)
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) (2017)
Konstantina Kourou, Costas Papaloukas, Dimitrios I. Fotiadis
Gene-based pathway enrichment analysis of oral squamous cell carcinoma patients. BHI (2016)
Konstantina Kourou, George Rigas, Konstantinos P. Exarchos, Costas Papaloukas, Dimitrios I. Fotiadis
Prediction of oral cancer recurrence using dynamic Bayesian networks. EMBC (2016)
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) (2015)
Konstantina Kourou, Konstantinos P. Exarchos, Costas Papaloukas, Dimitrios I. Fotiadis
A Bayesian Network-based approach for discovering oral cancer candidate biomarkers. EMBC (2015)
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)
Thomas Simos, Costas Papaloukas, George Thyphronitis, Urania Georgopoulou
Novel biomarkers discovery for HBV and HCV monitoring through protein interaction networks analysis. BIBE (2013)
Costas P. Exarchos, Themis P. Exarchos, Georgios Rigas, Costas Papaloukas, Dimitrios I. Fotiadis
peptide bonds and their functional assessment. BMC Bioinform. 12 (2011)
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)
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) (2009)
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) (2009)
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) (2009)
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) (2009)
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)
Themis P. Exarchos, Costas Papaloukas, Christos Lampros, Dimitrios I. Fotiadis
Mining sequential patterns for protein fold recognition. J. Biomed. Informatics 41 (1) (2008)
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) (2008)
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) (2007)
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) (2007)
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) (2007)
Themis P. Exarchos, Costas Papaloukas, Christos Lampros, Dimitrios I. Fotiadis
Protein Classification using Sequential Pattern Mining. EMBC (2006)
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) (2006)
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) (2004)
Costas Papaloukas, Dimitrios I. Fotiadis, Aristidis Likas, Lampros K. Michalis
An ischemia detection method based on artificial neural networks. Artif. Intell. Medicine 24 (2) (2002)
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)