A Data Mining Based Approach for the EEG Transient Event Detection and Classification. - Themis P. Exarchos; Alexandros T. Tzallas; Dimitrios I. Fotiadis; Spiros Konitsiotis; Sotirios Giannopoulos (CBMS, 2005)

A Decision Support System for the Diagnosis of Coronary Artery Disease. - Markos G. Tsipouras; Themis P. Exarchos; Dimitrios I. Fotiadis; Anna P. Kotsia; Aikaterinh Naka; Lampros K. Michalis (CBMS, 2006)

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

A Comparison of Methodologies for Fuzzy Expert System Creation - Application to Arrhythmic Beat Classification. - Markos G. Tsipouras; Themis P. Exarchos; 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)

EEG Transient Event Detection and Classification Using Association Rules. - Themis P. Exarchos; Alexandros T. Tzallas; Dimitrios I. Fotiadis; Spiros Konitsiotis; Sotirios Giannopoulos (IEEE Trans. Inf. Technol. Biomed., 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)

Intelligent patient profiling for diagnosis, staging and treatment selection in colon cancer. - Yorgos Goletsis; Themis P. Exarchos; Nikolaos Giannakeas; Dimitrios I. Fotiadis (BIBE, 2008)

Point-of-care monitoring and diagnostics for autoimmune diseases. - Fanis G. Kalatzis; Themis P. Exarchos; Nikolaos Giannakeas; Sofia Markoula; Elisavet Hatzi; Panagiotis Rizos; Ioannis Georgiou; Dimitrios I. Fotiadis (BIBE, 2008)

Automated fuzzy model generation through weight and fuzzification parameters' optimization. - Markos G. Tsipouras; Themis P. Exarchos; Dimitrios I. Fotiadis (FUZZ-IEEE, 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)

A methodology for automated fuzzy model generation. - Markos G. Tsipouras; Themis P. Exarchos; Dimitrios I. Fotiadis (Fuzzy Sets Syst., 2008)

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

Automated Diagnosis of Coronary Artery Disease Based on Data Mining and Fuzzy Modeling. - Markos G. Tsipouras; Themis P. Exarchos; Dimitrios I. Fotiadis; Anna P. Kotsia; K. V. Vakalis; K. K. Naka; Lampros K. Michalis (IEEE Trans. Inf. Technol. Biomed., 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)

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)

Atherosclerotic plaque characterization in Optical Coherence Tomography images. - Lambros S. Athanasiou; Themis P. Exarchos; K. K. Naka; Lampros K. Michalis; Francesco Prati; Dimitrios I. Fotiadis (EMBC, 2011)

Patient specific cardiovascular risk assessment and treatment decision support based on multiscale modelling and medical guidelines. - Themis P. Exarchos; Yorgos Goletsis; Kostas A. Stefanou; Evangelos Fotiou; Dimitrios I. Fotiadis; Oberdan Parodi (EMBC, 2011)

An intelligent Decision Support System for the treatment of patients receiving ventricular assist device (VAD) support. - Evaggelos C. Karvounis; Nikolaos S. Katertsidis; Themis P. Exarchos; Dimitrios I. Fotiadis (EMBC, 2011)

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)

Multiscale - Patient-Specific Artery and Atherogenesis Models. - Panagiotis K. Siogkas; Antonis I. Sakellarios; Themis P. Exarchos; Lambros S. Athanasiou; Evaggelos Karvounis; Kostas A. Stefanou; Evangelos Fotiou; Dimitrios I. Fotiadis; Katerina K. Naka; Lampros K. Michalis; Nenad Filipovic; Oberdan Parodi (IEEE Trans. Biomed. Eng., 2011)

A treatment decision support system for patients receiving Ventricular Assist Device (VAD) therapy. - Evaggelos Karvounis; Kostas A. Stefanou; Themis P. Exarchos; Alexandros T. Tzallas; Markos G. Tsipouras; Dimitrios I. Fotiadis (BHI, 2012)

3D reconstruction of coronary arteries using Frequency Domain Optical Coherence Tomography images and biplane angiography. - Lambros S. Athanasiou; Christos V. Bourantas; Panagiotis K. Siogkas; Antonis I. Sakellarios; Themis P. Exarchos; Katerina K. Naka; Michail I. Papafaklis; Lampros K. Michalis; Francesco Prati; Dimitrios I. Fotiadis (EMBC, 2012)

Patient specific multiscale modelling for plaque formation and progression. - Themis P. Exarchos; Antonis I. Sakellarios; Panagiotis K. Siogkas; Dimitrios I. Fotiadis; Zarko Milosevic 002; Dalibor Nikolic; Nenad Filipovic; Paolo Marraccini; Federico Vozzi; Oberdan Parodi (EMBC, 2012)

Using partial decision trees to predict Parkinson's symptoms: A new approach for diagnosis and therapy in patients suffering from Parkinson's disease. - Themis P. Exarchos; Alexandros T. Tzallas; Dina Baga; Dimitra Chaloglou; Dimitrios I. Fotiadis; Sofia Tsouli; Maria Diakou; Spiros Konitsiotis (Comput. Biol. Medicine, 2012)

Patient-Specific Prediction of Coronary Plaque Growth From CTA Angiography: A Multiscale Model for Plaque Formation and Progression. - Oberdan Parodi; Themis P. Exarchos; Paolo Marraccini; Federico Vozzi; Zarko Milosevic 002; Dalibor Nikolic; Antonis I. Sakellarios; Panagiotis K. Siogkas; Dimitrios I. Fotiadis; Nenad Filipovic (IEEE Trans. Inf. Technol. Biomed., 2012)

Modeling atherosclerotic plaque growth: A case report based on a 3D geometry of left coronary arterial tree from computed tomography. - Antonis I. Sakellarios; Panagiotis K. Siogkas; Lambros S. Athanasiou; Themis P. Exarchos; Michail I. Papafaklis; Christos V. Bourantas; Katerina K. Naka; Dimitra Iliopoulou; Lampros K. Michalis; Nenad Filipovic; Oberdan Parodi; Dimitrios I. Fotiadis (BIBE, 2013)

Fully automated calcium detection using optical coherence tomography. - Lambros S. Athanasiou; Christos V. Bourantas; George A. Rigas 001; Themis P. Exarchos; Antonis I. Sakellarios; Panagiotis K. Siogkas; Michail I. Papafaklis; Katerina K. Naka; Lampros K. Michalis; Francesco Prati; Dimitrios I. Fotiadis (EMBC, 2013)

Prediction of coronary atherosclerosis progression using dynamic Bayesian networks. - Konstantinos P. Exarchos; Themis P. Exarchos; Christos V. Bourantas; Michail I. Papafaklis; Katerina K. Naka; Lampros K. Michalis; Oberdan Parodi; Dimitrios I. Fotiadis (EMBC, 2013)

Three-dimensional modeling of oxidized-LDL accumulation and HDL mass transport in a coronary artery: A proof-of-concept study for predicting the region of atherosclerotic plaque development. - Antonis I. Sakellarios; Panagiotis K. Siogkas; Lambros S. Athanasiou; Themis P. Exarchos; Michail I. Papafaklis; Christos V. Bourantas; Katerina K. Naka; Lampros K. Michalis; Nenad Filipovic; Oberdan Parodi; Dimitrios I. Fotiadis (EMBC, 2013)

Computational assessment of the fractional flow reserve from intravascular ultrasound and coronary angiography data: A pilot study. - Panagiotis K. Siogkas; Michail I. Papafaklis; Antonis I. Sakellarios; Kostas A. Stefanou; Christos V. Bourantas; Lambros M. Athanasiou; Christos V. Bellos; Themis P. Exarchos; Katerina K. Naka; Lampros K. Michalis; Oberdan Parodi; Dimitrios I. Fotiadis (EMBC, 2013)

Segmentation of microarray images using pixel classification - Comparison with clustering-based methods. - Nikolaos Giannakeas; Petros S. Karvelis; Themis P. Exarchos; Fanis G. Kalatzis; Dimitrios I. Fotiadis (Comput. Biol. Medicine, 2013)

A dynamic Bayesian network approach for time-specific survival probability prediction in patients after ventricular assist device implantation. - Themis P. Exarchos; George Rigas 001; Yorgos Goletsis; Kostas A. Stefanou; Steven Jacobs; Maria Giovanna Trivella; Dimitrios I. Fotiadis (EMBC, 2014)

Methodology for micro-CT data inflation using intravascular ultrasound images. - George A. Rigas 001; Lambros S. Athanasiou; Antonios I. Sakellarios; Themis P. Exarchos; Panagiotis K. Siogkas; Katerina K. Naka; Daniele Panetta; Gualtiero Pelosi; Lampros K. Michalis; Oberdan Parodi; Dimitrios I. Fotiadis (EMBC, 2014)

Assessing the hemodynamic influence between multiple lesions in a realistic right coronary artery segment: A computational study. - Panagiotis K. Siogkas; Antonis I. Sakellarios; Michail I. Papafaklis; Kostas A. Stefanou; Lambros M. Athanasiou; Themis P. Exarchos; Katerina K. Naka; Lampros K. Michalis; Dimitrios I. Fotiadis (EMBC, 2014)

Standardized evaluation methodology and reference database for evaluating IVUS image segmentation. - Simone Balocco; Carlo Gatta; Francesco Ciompi; Andreas Wahle; Petia Radeva; Stéphane G. Carlier; Gözde B. Ünal; Elias Sanidas; Josepa Mauri; Xavier Carrillo; Tomas Kovarnik; Ching-Wei Wang; et al. (Comput. Medical Imaging Graph., 2014)

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)

EMBalance data repository modeling and clinical application. - Amal Anwer; Marios Prasinos; Doris Eva Bamiou; Nora Macdonald; Marousa Pavlou; Themis P. Exarchos; George Spanoudakis; Linda Luxon (BIBE, 2015)

Diagnosis of balance disorders using decision support systems based on data mining techniques. - Themis P. Exarchos; Kostas A. Stefanou; George Rigas 001; Athanasios Bibas; Dimitrios Kikidis; Christos Nikitas; Floris L. Wuyts; Berina Ihtijarevic; Leen Maes; Massimo Cenciarini; Christoph Maurer; Dimitra Iliopoulou; et al. (BIBE, 2015)

A preliminary presentation of a mobile co-operative platform for Heart Failure self-management. - Georgia S. Karanasiou; Fanis G. Kalatzis; Evanthia E. Tripoliti; Abdelhamid Errachid; Maria Giovanna Trivella; Roger Fuoco; Fabio Di Francesco; Mario Marzilli; Alicia Martinez-García; Carlos Luis Parra Calderón; Jochen K. Schubert; Wolfram Miekisch; et al. (BIBE, 2015)

Design and implementation of processes for the primary care in the healthcare system of Greece. - Athanasios N. Papadopoulos; Kostas M. Tsiouris; Ioannis G. Pappas; Michael E. Zervakis; Dimitrios D. Koutsouris; Themis P. Exarchos; Dimitrios I. Fotiadis (BIBE, 2015)

Computational modeling of plaque progression in coronary arteries. - Milos D. Radovic; Velibor Isailovic; Igor Saveljic; Zarko Milosevic 002; Dalibor Nikolic; Themis P. Exarchos; Dimitrios I. Fotiadis; Oberdan Parodi; Nenad Filipovic (BIBE, 2015)

Three-dimensional reconstruction of coronary arteries and plaque morphology using CT angiography - comparison and registration using IVUS. - Lambros S. Athanasiou; George A. Rigas 001; Antonios I. Sakellarios; Themis P. Exarchos; Panagiotis K. Siogkas; Lampros K. Michalis; Oberdan Parodi; Federico Vozzi; Dimitrios I. Fotiadis (EMBC, 2015)

Validation study of a 3D-QCA coronary reconstruction method using a hybrid intravascular ultrasound and angiography reconstruction method and patient-specific Fractional Flow Reserve data. - Panagiotis K. Siogkas; Lambros S. Athanasiou; Antonis I. Sakellarios; Kostas A. Stefanou; Themis P. Exarchos; Michail I. Papafaklis; Katerina K. Naka; Oberdan Parodi; Lampros K. Michalis; Dimitrios I. Fotiadis (EMBC, 2015)

Computerized methodology for micro-CT and histological data inflation using an IVUS based translation map. - Lambros S. Athanasiou; George A. Rigas 001; Antonis I. Sakellarios; Themis P. Exarchos; Panagiotis K. Siogkas; Katerina K. Naka; Daniele Panetta; Gualtiero Pelosi; Federico Vozzi; Lampros K. Michalis; Oberdan Parodi; Dimitrios I. Fotiadis (Comput. Biol. Medicine, 2015)

Error propagation in the characterization of atheromatic plaque types based on imaging. - Lambros S. Athanasiou; George Rigas 001; Antonis I. Sakellarios; Christos V. Bourantas; Kostas A. Stefanou; Evangelos Fotiou; Themis P. Exarchos; Panagiotis K. Siogkas; Katerina K. Naka; Oberdan Parodi; Federico Vozzi; Zhongzhao Teng; et al. (Comput. Methods Programs Biomed., 2015)

A Multiscale Approach for Modeling Atherosclerosis Progression. - Konstantinos P. Exarchos; Clara Carpegianni; Georgios Rigas 001; Themis P. Exarchos; Federico Vozzi; Antonis I. Sakellarios; Paolo Marraccini; Katerina K. Naka; Lampros K. Michalis; Oberdan Parodi; Dimitrios I. Fotiadis (IEEE J. Biomed. Health Informatics, 2015)

Multiparametric data analysis for diagnostic decision support in balance disorders. - Themis P. Exarchos; George Rigas 001; Athanasios Bibas; Dimitrios Kikidis; Christos Nikitas; Floris L. Wuyts; Berina Ihtijarevic; Leen Maes; Massimo Cenciarini; Christoph Maurer; Nora Macdonald; Doris Eva Bamiou; et al. (BHI, 2016)

Three-dimensional reconstruction of coronary arteries and plaque morphology using CT angiography - comparison and registration with IVUS. - Lambros S. Athanasiou; George Rigas 001; Antonis I. Sakellarios; Themis P. Exarchos; Panagiotis K. Siogkas; Christos V. Bourantas; Hector M. Garcia-Garcia; Pedro A. Lemos; Breno A. Falcao; Lampros K. Michalis; Oberdan Parodi; Federico Vozzi; et al. (BMC Medical Imaging, 2016)

Mining balance disorders' data for the development of diagnostic decision support systems. - Themis P. Exarchos; George Rigas 001; Athanasios Bibas; Dimitrios Kikidis; Christos Nikitas; Floris L. Wuyts; Berina Ihtijarevic; Leen Maes; Massimo Cenciarini; Christoph Maurer; Nora Macdonald; Doris Eva Bamiou; et al. (Comput. Biol. Medicine, 2016)

Prediction of time dependent survival in HF patients after VAD implantation using pre- and post-operative data. - Konstantina Kourou; George Rigas 001; Konstantinos P. Exarchos; Yorgos Goletsis; Themis P. Exarchos; Steven Jacobs; Bart Meyns; Maria Giovanna Trivella; Dimitrios I. Fotiadis (Comput. Biol. Medicine, 2016)

Coupled Computer Modeling of Atherosclerosis Development in the Coronary Arteries. - Velibor Isailovic; Zarko Milosevic 002; Dalibor Nikolic; Igor Saveljic; Milica M. Nikolic; Marija Gacic; Bojana R. Cirkovic-Andjelkovic; Themis P. Exarchos; Dimitrios I. Fotiadis; Gualtiero Pelosi; Oberdan Parodi; Nenad Filipovic (BIBE, 2017)

A novel hybrid approach for reconstruction of coronary bifurcations using angiography and OCT. - Ioannis O. Andrikos; Antonis I. Sakellarios; Panagiotis K. Siogkas; George Rigas 001; Themis P. Exarchos; Lambros S. Athanasiou; Antonis Karanasos; Kostas Toutouzas; Dimitris Tousoulis; Lampros K. Michalis; Dimitrios I. Fotiadis (EMBC, 2017)

SMARTool: A tool for clinical decision support for the management of patients with coronary artery disease based on modeling of atherosclerotic plaque process. - Antonis I. Sakellarios; George Rigas 001; Vassiliki Kigka; Panagiotis K. Siogkas; Panagiota Tsompou; Georgia S. Karanasiou; Themis P. Exarchos; Ioannis O. Andrikos; Nikolaos S. Tachos; Gualtiero Pelosi; Oberdan Parodi; Dimitrios I. Fotiadis (EMBC, 2017)

Computational estimation of the hemodynamic significance of coronary stenoses in arterial branches deriving from CCTA: A proof-of-concept study. - Panagiotis K. Siogkas; George Rigas 001; Themis P. Exarchos; Antonis I. Sakellarios; Michail I. Papafaklis; Gualtiero Pelosi; Oberdan Parodi; Lampros K. Michalis; Dimitrios I. Fotiadis (EMBC, 2017)

Prediction of Atherosclerotic Plaque Development in an In Vivo Coronary Arterial Segment Based on a Multilevel Modeling Approach. - Antonis I. Sakellarios; Lorenz Räber; Christos V. Bourantas; Themis P. Exarchos; Lambros S. Athanasiou; Gualtiero Pelosi; Konstantinos C. Koskinas; Oberdan Parodi; Katerina K. Naka; Lampros K. Michalis; Patrick W. Serruys; Hector M. Garcia-Garcia; et al. (IEEE Trans. Biomed. Eng., 2017)

Towards the Establishment of a Biomedical Ontology for the Primary Sjögren's Syndrome. - Vasileios C. Pezoulas; Themis P. Exarchos; Vassiliki Andronikou; Theodora A. Varvarigou; Athanasios G. Tzioufas; Salvatore de Vita; Dimitrios I. Fotiadis (EMBC, 2018)

A De-centralized Framework for Data Sharing, Ontology Matching and Distributed Analytics. - Vasileios C. Pezoulas; Konstantina D. Kourou; Themis P. Exarchos; Vassiliki Andronikou; Theodora A. Varvarigou; Athanasios G. Tzioufas; Salvatore de Vita; Dimitrios I. Fotiadis (SWH@ISWC, 2018)

3D reconstruction of coronary arteries and atherosclerotic plaques based on computed tomography angiography images. - Vassiliki Kigka; George Rigas 001; Antonis I. Sakellarios; Panagiotis K. Siogkas; Ioannis O. Andrikos; Themis P. Exarchos; Dimitra Loggitsi; Constantinos D. Anagnostopoulos; Lampros K. Michalis; Danilo Neglia; Gualtiero Pelosi; Oberdan Parodi; et al. (Biomed. Signal Process. Control., 2018)

When vestibular rehabilitation can assist: findings with use of data mining. - Dimitrios A. Gatsios; Kostas M. Tsiouris; Dimitrios I. Fotiadis; Dimitrios Kikidis; Athanasios Bibas; Christos Nikitas; Doris Eva Bamiou; Linda Luxon; Christoph Maurer; Floris L. Wuyts; Laura Celis; Leen Maes; et al. (BHI, 2019)

A Multimodal Advanced Approach for the Stratification of Carotid Artery Disease. - Michalis D. Mantzaris; Evangelos Andreakos; Dimitrios I. Fotiadis; Vassiliki T. Potsika; Panagiotis K. Siogkas; Vassiliki Kigka; Vasileios C. Pezoulas; Ioannis G. Pappas; Themis P. Exarchos; Igor Koncar; Jaroslav Pelisek (BIBE, 2019)

Predicting lymphoma outcomes and risk factors in patients with primary Sjögren's Syndrome using gradient boosting tree ensembles. - Vasileios C. Pezoulas; Themis P. Exarchos; Athanasios G. Tzioufas; Salvatore de Vita; Dimitrios I. Fotiadis (EMBC, 2019)

Medical data quality assessment: On the development of an automated framework for medical data curation. - Vasileios C. Pezoulas; Konstantina D. Kourou; Fanis G. Kalatzis; Themis P. Exarchos; Aliki Venetsanopoulou; Evi Zampeli; Saviana Gandolfo; Fotini Skopouli; Salvatore de Vita; Athanasios G. Tzioufas; Dimitrios I. Fotiadis (Comput. Biol. Medicine, 2019)

The effect of the degree and location of coronary stenosis on the hemodynamic status of a coronary vessel. - Panagiotis K. Siogkas; George Kalykakis; Constantinos D. Anagnostopoulos; Themis P. Exarchos (EMBC, 2020)

A deep learning oriented method for automated 3D reconstruction of carotid arterial trees from MR imaging. - Vasilis D. Tsakanikas; Panagiotis K. Siogkas; Michalis D. Mantzaris; Vassiliki T. Potsika; Vassiliki I. Kigka; Themis P. Exarchos; Igor Koncar; Marija Jovanovic; Aleksandra Vujcic; Stefan Ducic; Jaroslav Pelisek; Dimitrios I. Fotiadis (EMBC, 2020)

Contributing factors to Alzheimer's Disease and biomarker identification techniques. - Konstantina Skolariki; Themis P. Exarchos; Panagiotis Vlamos (SEEDA-CECNSM, 2020)

Pathway Analysis for unraveling Complex Diseases: Current State and Future Perpectives. - Aristidis G. Vrahatis; Panagiotis Vlamos; Antigoni Avramouli; Themis P. Exarchos; Maria Gonidi (SEEDA-CECNSM, 2020)

Towards a Personalized Multimodal System for Natural Voice Reproduction. - Stelios Gavras; Spiros Baxevanakis; Dimitrios Kikidis; Efthymios Kyrodimos; Themis P. Exarchos (SMAP, 2020)

Recent Dimensionality Reduction Techniques for Visualizing High-Dimensional Parkinson's Disease Omics Data. - Marios G. Krokidis; Georgios N. Dimitrakopoulos; Aristidis G. Vrahatis; Themis P. Exarchos; Panagiotis Vlamos (IEEE BigData, 2021)

Multiple additive regression trees with hybrid loss for classification tasks across heterogeneous clinical data in distributed environments: a case study. - Vasileios C. Pezoulas; Themis P. Exarchos; Athanasios G. Tzioufas; Dimitrios I. Fotiadis (EMBC, 2021)

A federated AI strategy for the classification of patients with Mucosa Associated Lymphoma Tissue (MALT) lymphoma across multiple harmonized cohorts. - Vasileios C. Pezoulas; Fanis G. Kalatzis; Themis P. Exarchos; Luke Chatzis; Saviana Gandolfo; Andreas Goules; Salvatore de Vita; Athanasios G. Tzioufas; Dimitrios I. Fotiadis (EMBC, 2021)

Applied Deep learning for categorizing dermoscopic images. - Andreas Avgoustis; Themis P. Exarchos; Katia Lida Kermanidis; Phivos Mylonas (SMAP, 2021)

A federated AI-empowered platform for disease management across a Pan-European data driven hub. - Vasileios C. Pezoulas; Fanis G. Kalatzis; Themis P. Exarchos; Antreas Goules; Athanasios G. Tzioufas; Dimitrios I. Fotiadis (BHI, 2022)

Exhaled Breath Condensate Study for Biomarkers Discovery. - S. Patsiris; Themis P. Exarchos; Panayiotis M. Vlamos (IWBBIO (2), 2022)

A Hybrid Deep Learning model for predicting the early Alzheimer's Disease stages using MRI. - Eugenia Papadaki; Themis P. Exarchos; Panagiotis Vlamos; Aristidis G. Vrahatis (SETN, 2022)

An Ethics Impact Assessment (EIA) for AI uses in Health & Care: The correlation of ethics and legal aspects when AI systems are used in health & care contexts. - Elsa Papadopoulou; Themis P. Exarchos (SETN, 2022)

Multimodal Lip-Reading for Tracheostomy Patients in the Greek Language. - Yorghos Voutos; Georgios Drakopoulos; Georgios Chrysovitsiotis; Zoi Zachou; Dimitris Kikidis; Efthymios Kyrodimos; Themis P. Exarchos (Comput., 2022)

A Sensor-Based Perspective in Early-Stage Parkinson's Disease: Current State and the Need for Machine Learning Processes. - Marios G. Krokidis; Georgios N. Dimitrakopoulos; Aristidis G. Vrahatis; Christos Tzouvelekis; Dimitrios Drakoulis; Foteini Papavassileiou; Themis P. Exarchos; Panayiotis M. Vlamos (Sensors, 2022)

Finite Element Analysis of Patient-Specific Heart Model with Simulated Aortic Stenosis. - Smiljana Tomasevic; Igor Saveljic; Lazar U. Velicki; Themis P. Exarchos; Nenad Filipovic (BIBE, 2023)

A Graph-Based Approach to Integrate Large-Scale Drug and Protein Data for Alzheimer's Disease Drug Repurposing. - Georgios N. Dimitrakopoulos; Konstantinos Lazaros; Marios G. Krokidis; Themis P. Exarchos; Aristidis G. Vrahatis; Panagiotis Vlamos (IEEE Big Data, 2023)

Advanced Big Data Analysis for Deciphering the Role of Protein Misfolding and Interactions in the Pathogenesis of Alzheimer's Disease. - Marios G. Krokidis; Georgios N. Dimitrakopoulos; Themis P. Exarchos; Aristidis G. Vrahatis; Panagiotis Vlamos (IEEE Big Data, 2023)

Boosting the performance of MALT lymphoma classification in patients with primary Sjögren's Syndrome through data augmentation: a case study. - Vasileios C. Pezoulas; Themis P. Exarchos; Nikolaos S. Tachos; Andreas Goules; Athanasios G. Tzioufas; Dimitrios I. Fotiadis (EMBC, 2023)

TAXINOMISIS: A cloud - based platform for risk profiling and patient specific management of the carotid artery disease. - Vassilis D. Tsakanikas; Panagiotis K. Siogkas; Vassiliki T. Potsika; Antonis I. Sakellarios; Dimitris S. Pleouras; Vassiliki I. Kigka; Themis P. Exarchos; Igor B. Koncar; Dimitrios I. Fotiadis (EMBC, 2023)

Applying SCALEX scRNA-Seq Data Integration for Precise Alzheimer's Disease Biomarker Discovery. - Aristidis G. Vrahatis; Konstantinos Lazaros; Petros Paplomatas; Marios G. Krokidis; Themis P. Exarchos; Panagiotis Vlamos (AIAI (Workshops), 2023)

Challenges and limitations in computational prediction of protein misfolding in neurodegenerative diseases. - Marios G. Krokidis; Georgios N. Dimitrakopoulos; Aristidis G. Vrahatis; Themis P. Exarchos; Panagiotis Vlamos (Frontiers Comput. Neurosci., 2023)

Revolutionizing the Early Detection of Alzheimer's Disease through Non-Invasive Biomarkers: The Role of Artificial Intelligence and Deep Learning. - Aristidis G. Vrahatis; Konstantina Skolariki; Marios G. Krokidis; Konstantinos Lazaros; Themis P. Exarchos; Panagiotis Vlamos (Sensors, 2023)

Design, Implementation, and Evaluation of Online Bioinformatics and Neuroinformatics Labs. - Spyridon Doukakis; Aristidis G. Vrahatis; Themis P. Exarchos; Maria Hadjinicolaou; Panagiotis Vlamos; Chrystalla Mouza (Int. J. Online Biomed. Eng., 2023)

AI-Enhanced Tele-Rehabilitation: Predictive Modeling for Fall Risk and Treatment Efficacy in Balance Disorders. - Efterpi Karapintzou; Vassilios Tsakanikas; Dimitrios Kikidis; Christos Nikitas; Brooke Nairn; Marousa Pavlou; Doris Eva Bamiou; Themis P. Exarchos; Dimitrios I. Fotiadis (BIBE, 2024)

Precision Gait Analysis and Event Detection Using IMUs: A Comparative Evaluation with Insole Pressure Readings. - Chrysoula Tsimperi; Vassilios Tsakanikas; Christophoros Papaioanou; Efterpi Karapintzou; Themis P. Exarchos; Dimitrios I. Fotiadis (EMBC, 2024)

Optimization of Healthcare Process Management Using Machine Learning. - Andreas Avgoustis; Themis P. Exarchos; Aristidis G. Vrahatis; Panagiotis Vlamos (AIAI (1), 2024)

Integrating Machine Learning and Biological Context for Single-Cell Gene Regulatory Network Inference. - Dimitris E. Koumadorakis; Georgios N. Dimitrakopoulos; Themis P. Exarchos; Panagiotis Vlamos; Aristidis G. Vrahatis (AIAI (Workshops), 2024)

Advancing ScRNA-Seq Data Integration via a Novel Gene Selection Method. - Konstantinos Lazaros; Themis P. Exarchos; Ilias Maglogiannis; Panagiotis Vlamos; Aristidis G. Vrahatis (AIAI (1), 2024)

SGABU computational platform for multiscale modeling: Bridging the gap between education and research. - Tijana Geroski; Orestis Gkaintes; Aleksandra Vulovic; Niketa Ukaj; Jorge Barrasa-Fano; Fernando Perez-Boerema; Bogdan Milicevic; Aleksandar Atanasijevic; Jelena Zivkovic; Andreja Zivic; Maria Roumpi; Themis P. Exarchos; et al. (Comput. Methods Programs Biomed., 2024)

FHBF: Federated hybrid boosted forests with dropout rates for supervised learning tasks across highly imbalanced clinical datasets. - Vasileios C. Pezoulas; Fanis G. Kalatzis; Themis P. Exarchos; Andreas Goules; Athanasios G. Tzioufas; Dimitrios I. Fotiadis (Patterns, 2024)

Predicting the Conversion from Mild Cognitive Impairment to Alzheimer's Disease Using an Explainable AI Approach. - Gerasimos Grammenos; Aristidis G. Vrahatis; Panagiotis Vlamos; Dean Palejev; Themis P. Exarchos; Alzheimer's Disease Neuroimaging Initiative (Inf., 2024)

Computational Analysis of Marker Genes in Alzheimer's Disease across Multiple Brain Regions. - Panagiotis Karanikolaos; Marios G. Krokidis; Themis P. Exarchos; Panagiotis Vlamos (Inf., 2024)

An AI Ethics 'Footprint' for a 'Do Good' AI in Healthcare Contexts: Policy and Regulatory Considerations. - Elsa Papadopoulou; Demetris Gerogiannis; Styliani Adam; Themis P. Exarchos (AIAI Workshops (2), 2025)