A robust knowledge-based technique for ischemia detection in noisy ECGs. - Costas Papaloukas; Dimitrios I. Fotiadis; Aristidis Likas; Athanasios P. Liavas; Lampros K. Michalis (KES, 2000)

An ischemia detection method based on artificial neural networks. - Costas Papaloukas; Dimitrios I. Fotiadis; Aristidis Likas; Lampros K. Michalis (Artif. Intell. Medicine, 2002)

Automated ischemic beat classification using genetic algorithms and multicriteria decision analysis. - Yorgos Goletsis; Costas Papaloukas; Dimitrios I. Fotiadis; Aristidis Likas; Lampros K. Michalis (IEEE Trans. Biomed. Eng., 2004)

Protein Classification using Sequential Pattern Mining. - Themis P. Exarchos; Costas Papaloukas; Christos Lampros; Dimitrios I. Fotiadis (EMBC, 2006)

An association rule mining-based methodology for automated detection of ischemic ECG beats. - Themis P. Exarchos; Costas Papaloukas; Dimitrios I. Fotiadis; Lampros K. Michalis (IEEE Trans. Biomed. Eng., 2006)

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. - Themis P. Exarchos; Markos G. Tsipouras; Costas P. Exarchos; Costas Papaloukas; Dimitrios I. Fotiadis; Lampros K. Michalis (Artif. Intell. Medicine, 2007)

A two-stage method for MUAP classification based on EMG decomposition. - Christos D. Katsis; Themis P. Exarchos; Costas Papaloukas; Yorgos Goletsis; Dimitrios I. Fotiadis; Ioannis Sarmas (Comput. Biol. Medicine, 2007)

Sequence-based protein structure prediction using a reduced state-space hidden Markov model. - Christos Lampros; Costas Papaloukas; Themis P. Exarchos; Yorgos Goletsis; Dimitrios I. Fotiadis (Comput. Biol. Medicine, 2007)

Systematic elicitation of sequence patterns associated with non-proline cis peptide bonds. - Costas P. Exarchos; Themis P. Exarchos; Costas Papaloukas; Anastassios N. Troganis; Dimitrios I. Fotiadis (BIBE, 2008)

A two-stage methodology for sequence classification based on sequential pattern mining and optimization. - Themis P. Exarchos; Markos G. Tsipouras; Costas Papaloukas; Dimitrios I. Fotiadis (Data Knowl. Eng., 2008)

Mining sequential patterns for protein fold recognition. - Themis P. Exarchos; Costas Papaloukas; Christos Lampros; Dimitrios I. Fotiadis (J. Biomed. Informatics, 2008)

Detection of discriminative sequence patterns in the neighborhood of proline cis peptide bonds and their functional annotation. - Costas P. Exarchos; Themis P. Exarchos; Costas Papaloukas; Anastassios N. Troganis; Dimitrios I. Fotiadis (BMC Bioinform., 2009)

Improving the protein fold recognition accuracy of a reduced state-space hidden Markov model. - Christos Lampros; Costas Papaloukas; Costas P. Exarchos; Dimitrios I. Fotiadis; Dimitrios G. Tsalikakis (Comput. Biol. Medicine, 2009)

PBOND: Web Server for the Prediction of Proline and Non-Proline cis I trans Isomerization. - Costas P. Exarchos; Themis P. Exarchos; Costas Papaloukas; Anastassios N. Troganis; Dimitrios I. Fotiadis (Genom. Proteom. Bioinform., 2009)

Prediction of cis/trans isomerization using feature selection and support vector machines. - Costas P. Exarchos; Costas Papaloukas; Themis P. Exarchos; Anastassios N. Troganis; Dimitrios I. Fotiadis (J. Biomed. Informatics, 2009)

An optimized sequential pattern matching methodology for sequence classification. - Themis P. Exarchos; Markos G. Tsipouras; Costas Papaloukas; Dimitrios I. Fotiadis (Knowl. Inf. Syst., 2009)

Bayesian Algorithm Implementation in a Real Time Exposure Assessment Model on Benzene with Calculation of Associated Cancer Risks. - Dimosthenis A. Sarigiannis; Spyros P. Karakitsios; Alberto Gotti; Costas L. Papaloukas; Pavlos A. Kassomenos; Georgios A. Pilidis (Sensors, 2009)

Extraction of consensus protein patterns in regions containing non-proline cis peptide bonds and their functional assessment. - Costas P. Exarchos; Themis P. Exarchos; Georgios Rigas 001; Costas Papaloukas; Dimitrios I. Fotiadis (BMC Bioinform., 2011)

Novel biomarkers discovery for HBV and HCV monitoring through protein interaction networks analysis. - Thomas Simos; Costas Papaloukas; George Thyphronitis; Urania Georgopoulou (BIBE, 2013)

Assessment of optimized Markov models in protein fold classification. - Christos Lampros; Thomas Simos; Themis P. Exarchos; Konstantinos P. Exarchos; Costas Papaloukas; Dimitrios I. Fotiadis (J. Bioinform. Comput. Biol., 2014)

A Bayesian Network-based approach for discovering oral cancer candidate biomarkers. - Konstantina Kourou; Konstantinos P. Exarchos; Costas Papaloukas; Dimitrios I. Fotiadis (EMBC, 2015)

Analysis of Protein Interaction Networks for the Detection of Candidate Hepatitis B and C Biomarkers. - Thomas Simos; Urania Georgopoulou; George Thyphronitis; John Koskinas; Costas Papaloukas (IEEE J. Biomed. Health Informatics, 2015)

Gene-based pathway enrichment analysis of oral squamous cell carcinoma patients. - Konstantina Kourou; Costas Papaloukas; Dimitrios I. Fotiadis (BHI, 2016)

Prediction of oral cancer recurrence using dynamic Bayesian networks. - Konstantina Kourou; George Rigas 001; Konstantinos P. Exarchos; Costas Papaloukas; Dimitrios I. Fotiadis (EMBC, 2016)

A computational pipeline for deciphering the molecular mechanisms of oral cancer progression. - Konstantina Kourou; Costas Papaloukas; Dimitrios I. Fotiadis (BHI, 2017)

Identification of differentially expressed genes through a meta-analysis approach for oral cancer classification. - Konstantina Kourou; Costas Papaloukas; Dimitrios I. Fotiadis (EMBC, 2017)

Integration of Pathway Knowledge and Dynamic Bayesian Networks for the Prediction of Oral Cancer Recurrence. - Konstantina Kourou; Costas Papaloukas; Dimitrios I. Fotiadis (IEEE J. Biomed. Health Informatics, 2017)

Assessing The Predictive Value Of Regulatory Molecules For Patient Outcome In Pancreatic Cancer: A Computational Approach. - Konstantina Kourou; Costas Papaloukas; Michael Mitsis; Dimitrios I. Fotiadis (EMBC, 2018)

Cancer classification from time series microarray data through regulatory Dynamic Bayesian Networks. - Konstantina Kourou; George Rigas 001; Costas Papaloukas; Michael Mitsis; Dimitrios I. Fotiadis (Comput. Biol. Medicine, 2020)

Comparison of Proteomic Approaches in Autoinflammatory Disease Classification. - 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 (BHI, 2022)

A hybrid approach based on dynamic trajectories to predict mortality in COVID-19 patients upon steroids administration. - Vasileios C. Pezoulas; Eugenia Mylona; Costas Papaloukas; Angelos Liontos; Dimitrios I. Biros; Orestis I. Milionis; Chris Kyriakopoulos; Kostantinos Kostikas; Haralampos Milionis; Dimitrios I. Fotiadis (BHI, 2022)

Short Term Glucose Prediction in Patients with Type 1 Diabetes Mellitus. - Daphne N. Katsarou; Eleni I. Georga; Maria Christou; Stelios Tigas; Costas Papaloukas; Dimitrios I. Fotiadis (EMBC, 2022)

Comparison of High-Throughput Technologies in the Classification of Adult-Onset Still's Disease Patients. - Orestis D. Papagiannopoulos; Konstantina Kourou; Costas Papaloukas; Dimitrios I. Fotiadis (EMBC, 2022)

Predicting the need for mechanical ventilation and mortality in hospitalized COVID-19 patients who received heparin. - Vasileios C. Pezoulas; Angelos Liontos; Eugenia Mylona; Costas Papaloukas; Orestis I. Milionis; Dimitrios I. Biros; Chris Kyriakopoulos; Kostantinos Kostikas; Haralampos Milionis; Dimitrios I. Fotiadis (EMBC, 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. - Daphne N. Katsarou; Eleni I. Georga; Maria Christou; Stelios Tigas; Costas Papaloukas; Dimitrios I. Fotiadis (PervasiveHealth, 2022)

ICU admission and mortality classifiers for COVID-19 patients based on subgroups of dynamically associated profiles across multiple timepoints. - 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 (Comput. Biol. Medicine, 2022)

A comparison study on creating simulated patient data for individuals suffering from chronic coronary disorders. - 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 (EMBC, 2023)

Classification of Inflammation of Unknown Origin patients based on RNA-seq and SomaScan data. - 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 (EMBC, 2023)

Glucose Prediction Using Population-based Models and Genetic Data in Type 1 Diabetes Patients. - Daphne N. Katsarou; Eleni I. Georga; Prodromos Sakaloglou; Maria A. Christou; Ioannis Georgiou; Stelios Tigas; Costas Papaloukas; Dimitrios I. Fotiadis (EMBC, 2024)

Optimizing hypoglycaemia prediction in type 1 diabetes with Ensemble Machine Learning modeling. - Daphne N. Katsarou; Eleni I. Georga; Maria A. Christou; Panagiota A. Christou; Stelios Tigas; Costas Papaloukas; Dimitrios I. Fotiadis (BMC Medical Informatics Decis. Mak., 2025)