Themis P. Exarchos

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 56

Top Topics

Coronary Artery

Decision Support

Intravascular Ultrasound

Top Venues

Comput. Biol. Medicine

Publications

Konstantinos Lazaros, Themis P. Exarchos, Ilias Maglogiannis, Panagiotis Vlamos, Aristidis G. Vrahatis
Advancing ScRNA-Seq Data Integration via a Novel Gene Selection Method. AIAI (1) (2024)
Gerasimos Grammenos, Aristidis G. Vrahatis, Panagiotis Vlamos, Dean Palejev, Themis P. Exarchos, Alzheimer's Disease Neuroimaging Initiative
Predicting the Conversion from Mild Cognitive Impairment to Alzheimer's Disease Using an Explainable AI Approach. Inf. 15 (5) (2024)
Dimitris E. Koumadorakis, Georgios N. Dimitrakopoulos, Themis P. Exarchos, Panagiotis Vlamos, Aristidis G. Vrahatis
Integrating Machine Learning and Biological Context for Single-Cell Gene Regulatory Network Inference. AIAI Workshops (2024)
Vasileios C. Pezoulas, Fanis G. Kalatzis, Themis P. Exarchos, Andreas Goules, Athanasios G. Tzioufas, Dimitrios I. Fotiadis
FHBF: Federated hybrid boosted forests with dropout rates for supervised learning tasks across highly imbalanced clinical datasets. Patterns 5 (1) (2024)
Andreas Avgoustis, Themis P. Exarchos, Aristidis G. Vrahatis, Panagiotis Vlamos
Optimization of Healthcare Process Management Using Machine Learning. AIAI (1) (2024)
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, Christian Hellmich, Stefan Scheiner, Hans Van Oosterwyck, Djordje G. Jakovljevic, Milos R. Ivanovic, Nenad Filipovic
SGABU computational platform for multiscale modeling: Bridging the gap between education and research. Comput. Methods Programs Biomed. 243 (2024)
Vasileios C. Pezoulas, Themis P. Exarchos, Nikolaos S. Tachos, Andreas Goules, Athanasios G. Tzioufas, Dimitrios I. Fotiadis
Boosting the performance of MALT lymphoma classification in patients with primary Sjögren's Syndrome through data augmentation: a case study. EMBC (2023)
Aristidis G. Vrahatis, Konstantina Skolariki, Marios G. Krokidis, Konstantinos Lazaros, Themis P. Exarchos, Panagiotis Vlamos
Revolutionizing the Early Detection of Alzheimer's Disease through Non-Invasive Biomarkers: The Role of Artificial Intelligence and Deep Learning. Sensors 23 (9) (2023)
Smiljana Tomasevic, Igor Saveljic, Lazar U. Velicki, Themis P. Exarchos, Nenad Filipovic
Finite Element Analysis of Patient-Specific Heart Model with Simulated Aortic Stenosis. BIBE (2023)
Marios G. Krokidis, Georgios N. Dimitrakopoulos, Themis P. Exarchos, Aristidis G. Vrahatis, Panagiotis Vlamos
Advanced Big Data Analysis for Deciphering the Role of Protein Misfolding and Interactions in the Pathogenesis of Alzheimer's Disease. BigData (2023)
Spyridon Doukakis, Aristidis G. Vrahatis, Themis P. Exarchos, Maria Hadjinicolaou, Panagiotis Vlamos, Chrystalla Mouza
Design, Implementation, and Evaluation of Online Bioinformatics and Neuroinformatics Labs. Int. J. Online Biomed. Eng. 19 (1) (2023)
Aristidis G. Vrahatis, Konstantinos Lazaros, Petros Paplomatas, Marios G. Krokidis, Themis P. Exarchos, Panagiotis Vlamos
Applying SCALEX scRNA-Seq Data Integration for Precise Alzheimer's Disease Biomarker Discovery. AIAI Workshops (2023)
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
TAXINOMISIS: A cloud - based platform for risk profiling and patient specific management of the carotid artery disease. EMBC (2023)
Georgios N. Dimitrakopoulos, Konstantinos Lazaros, Marios G. Krokidis, Themis P. Exarchos, Aristidis G. Vrahatis, Panagiotis Vlamos
A Graph-Based Approach to Integrate Large-Scale Drug and Protein Data for Alzheimer's Disease Drug Repurposing. BigData (2023)
Elsa Papadopoulou, Themis P. Exarchos
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. SETN (2022)
Eugenia Papadaki, Themis P. Exarchos, Panagiotis Vlamos, Aristidis G. Vrahatis
A Hybrid Deep Learning model for predicting the early Alzheimer's Disease stages using MRI. SETN (2022)
S. Patsiris, Themis P. Exarchos, Panayiotis M. Vlamos
Exhaled Breath Condensate Study for Biomarkers Discovery. IWBBIO (2) (2022)
Yorghos Voutos, Georgios Drakopoulos, Georgios Chrysovitsiotis, Zoi Zachou, Dimitris Kikidis, Efthymios Kyrodimos, Themis P. Exarchos
Multimodal Lip-Reading for Tracheostomy Patients in the Greek Language. Comput. 11 (3) (2022)
Marios G. Krokidis, Georgios N. Dimitrakopoulos, Aristidis G. Vrahatis, Christos Tzouvelekis, Dimitrios Drakoulis, Foteini Papavassileiou, Themis P. Exarchos, Panayiotis M. Vlamos
A Sensor-Based Perspective in Early-Stage Parkinson's Disease: Current State and the Need for Machine Learning Processes. Sensors 22 (2) (2022)
Vasileios C. Pezoulas, Fanis G. Kalatzis, Themis P. Exarchos, Antreas Goules, Athanasios G. Tzioufas, Dimitrios I. Fotiadis
A federated AI-empowered platform for disease management across a Pan-European data driven hub. BHI (2022)
Andreas Avgoustis, Themis P. Exarchos, Katia Lida Kermanidis, Phivos Mylonas
Applied Deep learning for categorizing dermoscopic images. SMAP (2021)
Yorghos Voutos, Georgios Drakopoulos, Georgios Chrysovitsiotis, Zoi Zachou, Dimitris Kikidis, Efthymios Kyrodimos, Themis P. Exarchos
Multimodal Lip- Reading for Tracheostomy Patients in the Greek Language. SMAP (2021)
Vasileios C. Pezoulas, Themis P. Exarchos, Athanasios G. Tzioufas, Dimitrios I. Fotiadis
Multiple additive regression trees with hybrid loss for classification tasks across heterogeneous clinical data in distributed environments: a case study. EMBC (2021)
Vasileios C. Pezoulas, Fanis G. Kalatzis, Themis P. Exarchos, Luke Chatzis, Saviana Gandolfo, Andreas Goules, Salvatore de Vita, Athanasios G. Tzioufas, Dimitrios I. Fotiadis
A federated AI strategy for the classification of patients with Mucosa Associated Lymphoma Tissue (MALT) lymphoma across multiple harmonized cohorts. EMBC (2021)
Marios G. Krokidis, Georgios N. Dimitrakopoulos, Aristidis G. Vrahatis, Themis P. Exarchos, Panagiotis Vlamos
Recent Dimensionality Reduction Techniques for Visualizing High-Dimensional Parkinson's Disease Omics Data. IEEE BigData (2021)
Konstantina Skolariki, Themis P. Exarchos, Panagiotis Vlamos
Contributing factors to Alzheimer's Disease and biomarker identification techniques. SEEDA-CECNSM (2020)
Aristidis G. Vrahatis, Panagiotis Vlamos, Antigoni Avramouli, Themis P. Exarchos, Maria Gonidi
Pathway Analysis for unraveling Complex Diseases: Current State and Future Perpectives. SEEDA-CECNSM (2020)
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
A deep learning oriented method for automated 3D reconstruction of carotid arterial trees from MR imaging. EMBC (2020)
Panagiotis K. Siogkas, George Kalykakis, Constantinos D. Anagnostopoulos, Themis P. Exarchos
The effect of the degree and location of coronary stenosis on the hemodynamic status of a coronary vessel. EMBC (2020)
Stelios Gavras, Spiros Baxevanakis, Dimitrios Kikidis, Efthymios Kyrodimos, Themis P. Exarchos
Towards a Personalized Multimodal System for Natural Voice Reproduction. SMAP (2020)
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, Themis P. Exarchos
When vestibular rehabilitation can assist: findings with use of data mining. BHI (2019)
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
A Multimodal Advanced Approach for the Stratification of Carotid Artery Disease. BIBE (2019)
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
Medical data quality assessment: On the development of an automated framework for medical data curation. Comput. Biol. Medicine 107 (2019)
Vasileios C. Pezoulas, Themis P. Exarchos, Athanasios G. Tzioufas, Salvatore de Vita, Dimitrios I. Fotiadis
Predicting lymphoma outcomes and risk factors in patients with primary Sjögren's Syndrome using gradient boosting tree ensembles. EMBC (2019)
Vasileios C. Pezoulas, Themis P. Exarchos, Vassiliki Andronikou, Theodora A. Varvarigou, Athanasios G. Tzioufas, Salvatore de Vita, Dimitrios I. Fotiadis
Towards the Establishment of a Biomedical Ontology for the Primary Sjögren's Syndrome. EMBC (2018)
Vasileios C. Pezoulas, Konstantina D. Kourou, Themis P. Exarchos, Vassiliki Andronikou, Theodora A. Varvarigou, Athanasios G. Tzioufas, Salvatore de Vita, Dimitrios I. Fotiadis
A De-centralized Framework for Data Sharing, Ontology Matching and Distributed Analytics. SWH@ISWC (2018)
Vassiliki Kigka, George Rigas, 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, Dimitrios I. Fotiadis
3D reconstruction of coronary arteries and atherosclerotic plaques based on computed tomography angiography images. Biomed. Signal Process. Control. 40 (2018)
Velibor Isailovic, Zarko Milosevic, 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
Coupled Computer Modeling of Atherosclerosis Development in the Coronary Arteries. BIBE (2017)
Ioannis O. Andrikos, Antonis I. Sakellarios, Panagiotis K. Siogkas, George Rigas, Themis P. Exarchos, Lambros S. Athanasiou, Antonis Karanasos, Kostas Toutouzas, Dimitris Tousoulis, Lampros K. Michalis, Dimitrios I. Fotiadis
A novel hybrid approach for reconstruction of coronary bifurcations using angiography and OCT. EMBC (2017)
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, Stephan Windecker, Dimitrios I. Fotiadis
Prediction of Atherosclerotic Plaque Development in an In Vivo Coronary Arterial Segment Based on a Multilevel Modeling Approach. IEEE Trans. Biomed. Eng. 64 (8) (2017)
Panagiotis K. Siogkas, George Rigas, Themis P. Exarchos, Antonis I. Sakellarios, Michail I. Papafaklis, Gualtiero Pelosi, Oberdan Parodi, Lampros K. Michalis, Dimitrios I. Fotiadis
Computational estimation of the hemodynamic significance of coronary stenoses in arterial branches deriving from CCTA: A proof-of-concept study. EMBC (2017)
Antonis I. Sakellarios, George Rigas, 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
SMARTool: A tool for clinical decision support for the management of patients with coronary artery disease based on modeling of atherosclerotic plaque process. EMBC (2017)
Lambros S. Athanasiou, George Rigas, 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, Dimitrios I. Fotiadis
Three-dimensional reconstruction of coronary arteries and plaque morphology using CT angiography - comparison and registration with IVUS. BMC Medical Imaging 16 (2016)
Themis P. Exarchos, George Rigas, Athanasios Bibas, Dimitrios Kikidis, Christos Nikitas, Floris L. Wuyts, Berina Ihtijarevic, Leen Maes, Massimo Cenciarini, Christoph Maurer, Nora Macdonald, Doris Eva Bamiou, Linda Luxon, Marios Prasinos, George Spanoudakis, Dimitris Koutsouris, Dimitrios I. Fotiadis
Mining balance disorders' data for the development of diagnostic decision support systems. Comput. Biol. Medicine 77 (2016)
Konstantina Kourou, George Rigas, Konstantinos P. Exarchos, Yorgos Goletsis, Themis P. Exarchos, Steven Jacobs, Bart Meyns, Maria Giovanna Trivella, Dimitrios I. Fotiadis
Prediction of time dependent survival in HF patients after VAD implantation using pre- and post-operative data. Comput. Biol. Medicine 70 (2016)
Themis P. Exarchos, George Rigas, Athanasios Bibas, Dimitrios Kikidis, Christos Nikitas, Floris L. Wuyts, Berina Ihtijarevic, Leen Maes, Massimo Cenciarini, Christoph Maurer, Nora Macdonald, Doris Eva Bamiou, Linda Luxon, Marios Prasinos, George Spanoudakis, Dimitrios D. Koutsouris, Dimitrios I. Fotiadis
Multiparametric data analysis for diagnostic decision support in balance disorders. BHI (2016)
Milos D. Radovic, Velibor Isailovic, Igor Saveljic, Zarko Milosevic, Dalibor Nikolic, Themis P. Exarchos, Dimitrios I. Fotiadis, Oberdan Parodi, Nenad Filipovic
Computational modeling of plaque progression in coronary arteries. BIBE (2015)
Themis P. Exarchos, Kostas A. Stefanou, George Rigas, Athanasios Bibas, Dimitrios Kikidis, Christos Nikitas, Floris L. Wuyts, Berina Ihtijarevic, Leen Maes, Massimo Cenciarini, Christoph Maurer, Dimitra Iliopoulou, Nora Macdonald, Doris Eva Bamiou, Linda Luxon, Marios Prasinos, George Spanoudakis, Dimitrios D. Koutsouris, Dimitrios I. Fotiadis
Diagnosis of balance disorders using decision support systems based on data mining techniques. BIBE (2015)
Lambros S. Athanasiou, George A. Rigas, 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
Computerized methodology for micro-CT and histological data inflation using an IVUS based translation map. Comput. Biol. Medicine 65 (2015)
Konstantinos P. Exarchos, Clara Carpegianni, Georgios Rigas, Themis P. Exarchos, Federico Vozzi, Antonis I. Sakellarios, Paolo Marraccini, Katerina K. Naka, Lampros K. Michalis, Oberdan Parodi, Dimitrios I. Fotiadis
A Multiscale Approach for Modeling Atherosclerosis Progression. IEEE J. Biomed. Health Informatics 19 (2) (2015)
Lambros S. Athanasiou, George Rigas, 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, Victoria E. L. Young, Jonathan Gillard, Francesco Prati, Lampros K. Michalis, Dimitrios I. Fotiadis
Error propagation in the characterization of atheromatic plaque types based on imaging. Comput. Methods Programs Biomed. 121 (3) (2015)
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, Joan R. Bausells, Themis P. Exarchos, Dimitrios I. Fotiadis
A preliminary presentation of a mobile co-operative platform for Heart Failure self-management. BIBE (2015)
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
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. EMBC (2015)
Amal Anwer, Marios Prasinos, Doris Eva Bamiou, Nora Macdonald, Marousa Pavlou, Themis P. Exarchos, George Spanoudakis, Linda Luxon
EMBalance data repository modeling and clinical application. BIBE (2015)
Athanasios N. Papadopoulos, Kostas M. Tsiouris, Ioannis G. Pappas, Michael E. Zervakis, Dimitrios D. Koutsouris, Themis P. Exarchos, Dimitrios I. Fotiadis
Design and implementation of processes for the primary care in the healthcare system of Greece. BIBE (2015)
Lambros S. Athanasiou, George A. Rigas, Antonios I. Sakellarios, Themis P. Exarchos, Panagiotis K. Siogkas, Lampros K. Michalis, Oberdan Parodi, Federico Vozzi, Dimitrios I. Fotiadis
Three-dimensional reconstruction of coronary arteries and plaque morphology using CT angiography - comparison and registration using IVUS. EMBC (2015)
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, Hsiang-Chou Chen, Themis P. Exarchos, Dimitrios I. Fotiadis, François Destrempes, Guy Cloutier, Oriol Pujol, Marina Alberti, E. Gerardo Mendizabal-Ruiz, Mariano Rivera, Timur Aksoy, Richard W. Downe, Ioannis A. Kakadiaris
Standardized evaluation methodology and reference database for evaluating IVUS image segmentation. Comput. Medical Imaging Graph. 38 (2) (2014)
Themis P. Exarchos, George Rigas, Yorgos Goletsis, Kostas A. Stefanou, Steven Jacobs, Maria Giovanna Trivella, Dimitrios I. Fotiadis
A dynamic Bayesian network approach for time-specific survival probability prediction in patients after ventricular assist device implantation. EMBC (2014)
George A. Rigas, 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
Methodology for micro-CT data inflation using intravascular ultrasound images. EMBC (2014)
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)
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
Assessing the hemodynamic influence between multiple lesions in a realistic right coronary artery segment: A computational study. EMBC (2014)
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
Modeling atherosclerotic plaque growth: A case report based on a 3D geometry of left coronary arterial tree from computed tomography. BIBE (2013)
Lambros S. Athanasiou, Christos V. Bourantas, George A. Rigas, Themis P. Exarchos, Antonis I. Sakellarios, Panagiotis K. Siogkas, Michail I. Papafaklis, Katerina K. Naka, Lampros K. Michalis, Francesco Prati, Dimitrios I. Fotiadis
Fully automated calcium detection using optical coherence tomography. EMBC (2013)
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
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. EMBC (2013)
Nikolaos Giannakeas, Petros S. Karvelis, Themis P. Exarchos, Fanis G. Kalatzis, Dimitrios I. Fotiadis
Segmentation of microarray images using pixel classification - Comparison with clustering-based methods. Comput. Biol. Medicine 43 (6) (2013)
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
Computational assessment of the fractional flow reserve from intravascular ultrasound and coronary angiography data: A pilot study. EMBC (2013)
Konstantinos P. Exarchos, Themis P. Exarchos, Christos V. Bourantas, Michail I. Papafaklis, Katerina K. Naka, Lampros K. Michalis, Oberdan Parodi, Dimitrios I. Fotiadis
Prediction of coronary atherosclerosis progression using dynamic Bayesian networks. EMBC (2013)
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
3D reconstruction of coronary arteries using Frequency Domain Optical Coherence Tomography images and biplane angiography. EMBC (2012)
Themis P. Exarchos, Alexandros T. Tzallas, Dina Baga, Dimitra Chaloglou, Dimitrios I. Fotiadis, Sofia Tsouli, Maria Diakou, Spiros Konitsiotis
Using partial decision trees to predict Parkinson's symptoms: A new approach for diagnosis and therapy in patients suffering from Parkinson's disease. Comput. Biol. Medicine 42 (2) (2012)
Oberdan Parodi, Themis P. Exarchos, Paolo Marraccini, Federico Vozzi, Zarko Milosevic, Dalibor Nikolic, Antonis I. Sakellarios, Panagiotis K. Siogkas, Dimitrios I. Fotiadis, Nenad Filipovic
Patient-Specific Prediction of Coronary Plaque Growth From CTA Angiography: A Multiscale Model for Plaque Formation and Progression. IEEE Trans. Inf. Technol. Biomed. 16 (5) (2012)
Themis P. Exarchos, Antonis I. Sakellarios, Panagiotis K. Siogkas, Dimitrios I. Fotiadis, Zarko Milosevic, Dalibor Nikolic, Nenad Filipovic, Paolo Marraccini, Federico Vozzi, Oberdan Parodi
Patient specific multiscale modelling for plaque formation and progression. EMBC (2012)
Evaggelos Karvounis, Kostas A. Stefanou, Themis P. Exarchos, Alexandros T. Tzallas, Markos G. Tsipouras, Dimitrios I. Fotiadis
A treatment decision support system for patients receiving Ventricular Assist Device (VAD) therapy. BHI (2012)
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
Multiscale - Patient-Specific Artery and Atherogenesis Models. IEEE Trans. Biomed. Eng. 58 (12) (2011)
Lambros S. Athanasiou, Themis P. Exarchos, K. K. Naka, Lampros K. Michalis, Francesco Prati, Dimitrios I. Fotiadis
Atherosclerotic plaque characterization in Optical Coherence Tomography images. EMBC (2011)
Themis P. Exarchos, Yorgos Goletsis, Kostas A. Stefanou, Evangelos Fotiou, Dimitrios I. Fotiadis, Oberdan Parodi
Patient specific cardiovascular risk assessment and treatment decision support based on multiscale modelling and medical guidelines. EMBC (2011)
Evaggelos C. Karvounis, Nikolaos S. Katertsidis, Themis P. Exarchos, Dimitrios I. Fotiadis
An intelligent Decision Support System for the treatment of patients receiving ventricular assist device (VAD) support. EMBC (2011)
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)
Fanis G. Kalatzis, Themis P. Exarchos, Nikolaos Giannakeas, Sofia Markoula, Elisavet Hatzi, Panagiotis Rizos, Ioannis Georgiou, Dimitrios I. Fotiadis
Point-of-care monitoring and diagnostics for autoimmune diseases. BIBE (2008)
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)
Markos G. Tsipouras, Themis P. Exarchos, Dimitrios I. Fotiadis
A methodology for automated fuzzy model generation. Fuzzy Sets Syst. 159 (23) (2008)
Markos G. Tsipouras, Themis P. Exarchos, Dimitrios I. Fotiadis, A. P. Kotsia, K. V. Vakalis, K. K. Naka, Lampros K. Michalis
Automated Diagnosis of Coronary Artery Disease Based on Data Mining and Fuzzy Modeling. IEEE Trans. Inf. Technol. Biomed. 12 (4) (2008)
Markos G. Tsipouras, Themis P. Exarchos, Dimitrios I. Fotiadis
Automated fuzzy model generation through weight and fuzzification parameters' optimization. FUZZ-IEEE (2008)
Themis P. Exarchos, Costas Papaloukas, Christos Lampros, Dimitrios I. Fotiadis
Mining sequential patterns for protein fold recognition. J. Biomed. Informatics 41 (1) (2008)
Yorgos Goletsis, Themis P. Exarchos, Nikolaos Giannakeas, Dimitrios I. Fotiadis
Intelligent patient profiling for diagnosis, staging and treatment selection in colon cancer. BIBE (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)
Markos G. Tsipouras, Themis P. Exarchos, Dimitrios I. Fotiadis
A Comparison of Methodologies for Fuzzy Expert System Creation - Application to Arrhythmic Beat Classification. EMBC (2006)
Themis P. Exarchos, Alexandros T. Tzallas, Dimitrios I. Fotiadis, Spiros Konitsiotis, Sotirios Giannopoulos
EEG Transient Event Detection and Classification Using Association Rules. IEEE Trans. Inf. Technol. Biomed. 10 (3) (2006)
Markos G. Tsipouras, Themis P. Exarchos, Dimitrios I. Fotiadis, A. P. Kotsia, Aikaterinh Naka, Lampros K. Michalis
A Decision Support System for the Diagnosis of Coronary Artery Disease. CBMS (2006)
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)
Themis P. Exarchos, Alexandros T. Tzallas, Dimitrios I. Fotiadis, Spiros Konitsiotis, Sotirios Giannopoulos
A Data Mining Based Approach for the EEG Transient Event Detection and Classification. CBMS (2005)