Costas Papaloukas

39 papers B 1C 2Journal 20Unranked 16
YearRankTypeTitle / Venue / Authors
2025 J jnl
Optimizing hypoglycaemia prediction in type 1 diabetes with Ensemble Machine Learning modeling.
BMC Medical Informatics Decis. Mak.
Daphne N. Katsarou, Eleni I. Georga, Maria A. Christou, Panagiota A. Christou, Stelios Tigas, Costas Papaloukas, Dimitrios I. Fotiadis
2024 — conf
Glucose Prediction Using Population-based Models and Genetic Data in Type 1 Diabetes Patients.
EMBC
Daphne N. Katsarou, Eleni I. Georga, Prodromos Sakaloglou, Maria A. Christou, Ioannis Georgiou, Stelios Tigas, Costas Papaloukas, Dimitrios I. Fotiadis
2023 — conf
A comparison study on creating simulated patient data for individuals suffering from chronic coronary disorders.
EMBC
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
2023 — conf
Classification of Inflammation of Unknown Origin patients based on RNA-seq and SomaScan data.
EMBC
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
2022 — conf
A hybrid approach based on dynamic trajectories to predict mortality in COVID-19 patients upon steroids administration.
BHI
Vasileios C. Pezoulas, Eugenia Mylona, Costas Papaloukas, Angelos Liontos, Dimitrios I. Biros, Orestis I. Milionis, Chris Kyriakopoulos, Kostantinos Kostikas, Haralampos Milionis, Dimitrios I. Fotiadis
2022 — conf
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
Daphne N. Katsarou, Eleni I. Georga, Maria Christou, Stelios Tigas, Costas Papaloukas, Dimitrios I. Fotiadis
2022 — conf
Comparison of High-Throughput Technologies in the Classification of Adult-Onset Still's Disease Patients.
EMBC
Orestis D. Papagiannopoulos, Konstantina Kourou, Costas Papaloukas, Dimitrios I. Fotiadis
2022 — conf
Comparison of Proteomic Approaches in Autoinflammatory Disease Classification.
BHI
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
2022 J jnl
ICU admission and mortality classifiers for COVID-19 patients based on subgroups of dynamically associated profiles across multiple timepoints.
Comput. Biol. Medicine
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
2022 — conf
Predicting the need for mechanical ventilation and mortality in hospitalized COVID-19 patients who received heparin.
EMBC
Vasileios C. Pezoulas, Angelos Liontos, Eugenia Mylona, Costas Papaloukas, Orestis I. Milionis, Dimitrios I. Biros, Chris Kyriakopoulos, Kostantinos Kostikas, Haralampos Milionis, Dimitrios I. Fotiadis
2022 — conf
Short Term Glucose Prediction in Patients with Type 1 Diabetes Mellitus.
EMBC
Daphne N. Katsarou, Eleni I. Georga, Maria Christou, Stelios Tigas, Costas Papaloukas, Dimitrios I. Fotiadis
2020 J jnl
Cancer classification from time series microarray data through regulatory Dynamic Bayesian Networks.
Comput. Biol. Medicine
Konstantina Kourou, George Rigas, Costas Papaloukas, Michael Mitsis, Dimitrios I. Fotiadis
2018 — conf
Assessing The Predictive Value Of Regulatory Molecules For Patient Outcome In Pancreatic Cancer: A Computational Approach.
EMBC
Konstantina Kourou, Costas Papaloukas, Michael Mitsis, Dimitrios I. Fotiadis
2017 — conf
A computational pipeline for deciphering the molecular mechanisms of oral cancer progression.
BHI
Konstantina Kourou, Costas Papaloukas, Dimitrios I. Fotiadis
2017 — conf
Identification of differentially expressed genes through a meta-analysis approach for oral cancer classification.
EMBC
Konstantina Kourou, Costas Papaloukas, Dimitrios I. Fotiadis
2017 J jnl
Integration of Pathway Knowledge and Dynamic Bayesian Networks for the Prediction of Oral Cancer Recurrence.
IEEE J. Biomed. Health Informatics
Konstantina Kourou, Costas Papaloukas, Dimitrios I. Fotiadis
2016 — conf
Gene-based pathway enrichment analysis of oral squamous cell carcinoma patients.
BHI
Konstantina Kourou, Costas Papaloukas, Dimitrios I. Fotiadis
2016 — conf
Prediction of oral cancer recurrence using dynamic Bayesian networks.
EMBC
Konstantina Kourou, George Rigas, Konstantinos P. Exarchos, Costas Papaloukas, Dimitrios I. Fotiadis
2015 — conf
A Bayesian Network-based approach for discovering oral cancer candidate biomarkers.
EMBC
Konstantina Kourou, Konstantinos P. Exarchos, Costas Papaloukas, Dimitrios I. Fotiadis
2015 J jnl
Analysis of Protein Interaction Networks for the Detection of Candidate Hepatitis B and C Biomarkers.
IEEE J. Biomed. Health Informatics
Thomas Simos, Urania Georgopoulou, George Thyphronitis, John Koskinas, Costas Papaloukas
2014 J jnl
Assessment of optimized Markov models in protein fold classification.
J. Bioinform. Comput. Biol.
Christos Lampros, Thomas Simos, Themis P. Exarchos, Konstantinos P. Exarchos, Costas Papaloukas, Dimitrios I. Fotiadis
2013 C conf
Novel biomarkers discovery for HBV and HCV monitoring through protein interaction networks analysis.
BIBE
Thomas Simos, Costas Papaloukas, George Thyphronitis, Urania Georgopoulou
2011 J jnl
Extraction of consensus protein patterns in regions containing non-proline
BMC Bioinform.
Costas P. Exarchos, Themis P. Exarchos, Georgios Rigas, Costas Papaloukas, Dimitrios I. Fotiadis
2009 J jnl
An optimized sequential pattern matching methodology for sequence classification.
Knowl. Inf. Syst.
Themis P. Exarchos, Markos G. Tsipouras, Costas Papaloukas, Dimitrios I. Fotiadis
2009 J jnl
Detection of discriminative sequence patterns in the neighborhood of proline cis peptide bonds and their functional annotation.
BMC Bioinform.
Costas P. Exarchos, Themis P. Exarchos, Costas Papaloukas, Anastassios N. Troganis, Dimitrios I. Fotiadis
2009 J jnl
Improving the protein fold recognition accuracy of a reduced state-space hidden Markov model.
Comput. Biol. Medicine
Christos Lampros, Costas Papaloukas, Costas P. Exarchos, Dimitrios I. Fotiadis, Dimitrios G. Tsalikakis
2009 J jnl
PBOND: Web Server for the Prediction of Proline and Non-Proline cis I trans Isomerization.
Genom. Proteom. Bioinform.
Costas P. Exarchos, Themis P. Exarchos, Costas Papaloukas, Anastassios N. Troganis, Dimitrios I. Fotiadis
2009 J jnl
Prediction of cis/trans isomerization using feature selection and support vector machines.
J. Biomed. Informatics
Costas P. Exarchos, Costas Papaloukas, Themis P. Exarchos, Anastassios N. Troganis, Dimitrios I. Fotiadis
2008 J jnl
A two-stage methodology for sequence classification based on sequential pattern mining and optimization.
Data Knowl. Eng.
Themis P. Exarchos, Markos G. Tsipouras, Costas Papaloukas, Dimitrios I. Fotiadis
2008 J jnl
Mining sequential patterns for protein fold recognition.
J. Biomed. Informatics
Themis P. Exarchos, Costas Papaloukas, Christos Lampros, Dimitrios I. Fotiadis
2008 C conf
Systematic elicitation of sequence patterns associated with non-proline cis peptide bonds.
BIBE
Costas P. Exarchos, Themis P. Exarchos, Costas Papaloukas, Anastassios N. Troganis, Dimitrios I. Fotiadis
2007 J jnl
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
Themis P. Exarchos, Markos G. Tsipouras, Costas P. Exarchos, Costas Papaloukas, Dimitrios I. Fotiadis, Lampros K. Michalis
2007 J jnl
A two-stage method for MUAP classification based on EMG decomposition.
Comput. Biol. Medicine
Christos D. Katsis, Themis P. Exarchos, Costas Papaloukas, Yorgos Goletsis, Dimitrios I. Fotiadis, Ioannis Sarmas
2007 J jnl
Sequence-based protein structure prediction using a reduced state-space hidden Markov model.
Comput. Biol. Medicine
Christos Lampros, Costas Papaloukas, Themis P. Exarchos, Yorgos Goletsis, Dimitrios I. Fotiadis
2006 J jnl
An association rule mining-based methodology for automated detection of ischemic ECG beats.
IEEE Trans. Biomed. Eng.
Themis P. Exarchos, Costas Papaloukas, Dimitrios I. Fotiadis, Lampros K. Michalis
2006 — conf
Protein Classification using Sequential Pattern Mining.
EMBC
Themis P. Exarchos, Costas Papaloukas, Christos Lampros, Dimitrios I. Fotiadis
2004 J jnl
Automated ischemic beat classification using genetic algorithms and multicriteria decision analysis.
IEEE Trans. Biomed. Eng.
Yorgos Goletsis, Costas Papaloukas, Dimitrios I. Fotiadis, Aristidis Likas, Lampros K. Michalis
2002 J jnl
An ischemia detection method based on artificial neural networks.
Artif. Intell. Medicine
Costas Papaloukas, Dimitrios I. Fotiadis, Aristidis Likas, Lampros K. Michalis
2000 B conf
A robust knowledge-based technique for ischemia detection in noisy ECGs.
KES
Costas Papaloukas, Dimitrios I. Fotiadis, Aristidis Likas, Athanasios P. Liavas, Lampros K. Michalis