Themis P. Exarchos

107 papers B 5C 15Journal 40Unranked 47

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	An AI Ethics 'Footprint' for a 'Do Good' AI in Healthcare Contexts: Policy and Regulatory Considerations. AIAI Workshops (2) Elsa Papadopoulou, Demetris Gerogiannis, Styliani Adam, Themis P. Exarchos
2025	J	`jnl`	Artificial intelligence (AI) in health systems: introducing a 'Do Good' approach. AI Ethics Elsa Papadopoulou, Themis P. Exarchos, Sasa Jenko, Katarina Krepelkova, Joana Namorado
2025	J	`jnl`	Computational analysis of transcriptome data and mapping of functional networks in Parkinson's disease. Frontiers Bioinform. Konstantinos Perperidis, Themis P. Exarchos, Aristidis G. Vrahatis, Panagiotis Vlamos, Marios G. Krokidis
2025	C	`conf`	SwarmICB: A Multi-Agent AI System for Immune Checkpoint Blockage Literature Mining and Research Synthesis and Analysis. BIBE Chrysoula Bourtzinakou, Marios G. Krokidis, Themis P. Exarchos, Panagiotis Vlamos, Aristidis G. Vrahatis
2025	C	`conf`	Uncovering Molecular Insights into Blood-Brain Barrier Dysfunction in Alzheimer's Disease. BIBE Konstantinos Lazaros, Marios G. Krokidis, Gerasimos Grammenos, Styliani Adam, Themis P. Exarchos, Panagiotis Vlamos, Aristidis G. Vrahatis
2024	C	`conf`	AI-Enhanced Tele-Rehabilitation: Predictive Modeling for Fall Risk and Treatment Efficacy in Balance Disorders. BIBE Efterpi Karapintzou, Vassilios Tsakanikas, Dimitrios Kikidis, Christos Nikitas, Brooke Nairn, Marousa Pavlou, Doris Eva Bamiou, Themis P. Exarchos, Dimitrios I. Fotiadis
2024	—	`conf`	Advancing ScRNA-Seq Data Integration via a Novel Gene Selection Method. AIAI (1) Konstantinos Lazaros, Themis P. Exarchos, Ilias Maglogiannis, Panagiotis Vlamos, Aristidis G. Vrahatis
2024	J	`jnl`	Computational Analysis of Marker Genes in Alzheimer's Disease across Multiple Brain Regions. Inf. Panagiotis Karanikolaos, Marios G. Krokidis, Themis P. Exarchos, Panagiotis Vlamos
2024	J	`jnl`	FHBF: Federated hybrid boosted forests with dropout rates for supervised learning tasks across highly imbalanced clinical datasets. Patterns Vasileios C. Pezoulas, Fanis G. Kalatzis, Themis P. Exarchos, Andreas Goules, Athanasios G. Tzioufas, Dimitrios I. Fotiadis
2024	—	`conf`	Integrating Machine Learning and Biological Context for Single-Cell Gene Regulatory Network Inference. AIAI (Workshops) Dimitris E. Koumadorakis, Georgios N. Dimitrakopoulos, Themis P. Exarchos, Panagiotis Vlamos, Aristidis G. Vrahatis
2024	—	`conf`	Optimization of Healthcare Process Management Using Machine Learning. AIAI (1) Andreas Avgoustis, Themis P. Exarchos, Aristidis G. Vrahatis, Panagiotis Vlamos
2024	—	`conf`	Precision Gait Analysis and Event Detection Using IMUs: A Comparative Evaluation with Insole Pressure Readings. EMBC Chrysoula Tsimperi, Vassilios Tsakanikas, Christophoros Papaioanou, Efterpi Karapintzou, Themis P. Exarchos, Dimitrios I. Fotiadis
2024	J	`jnl`	Predicting the Conversion from Mild Cognitive Impairment to Alzheimer's Disease Using an Explainable AI Approach. Inf. Gerasimos Grammenos, Aristidis G. Vrahatis, Panagiotis Vlamos, Dean Palejev, Themis P. Exarchos, Alzheimer's Disease Neuroimaging Initiative
2024	J	`jnl`	SGABU computational platform for multiscale modeling: Bridging the gap between education and research. Comput. Methods Programs Biomed. 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
2023	B	`conf`	A Graph-Based Approach to Integrate Large-Scale Drug and Protein Data for Alzheimer's Disease Drug Repurposing. IEEE Big Data Georgios N. Dimitrakopoulos, Konstantinos Lazaros, Marios G. Krokidis, Themis P. Exarchos, Aristidis G. Vrahatis, Panagiotis Vlamos
2023	B	`conf`	Advanced Big Data Analysis for Deciphering the Role of Protein Misfolding and Interactions in the Pathogenesis of Alzheimer's Disease. IEEE Big Data Marios G. Krokidis, Georgios N. Dimitrakopoulos, Themis P. Exarchos, Aristidis G. Vrahatis, Panagiotis Vlamos
2023	—	`conf`	Applying SCALEX scRNA-Seq Data Integration for Precise Alzheimer's Disease Biomarker Discovery. AIAI (Workshops) Aristidis G. Vrahatis, Konstantinos Lazaros, Petros Paplomatas, Marios G. Krokidis, Themis P. Exarchos, Panagiotis Vlamos
2023	—	`conf`	Boosting the performance of MALT lymphoma classification in patients with primary Sjögren's Syndrome through data augmentation: a case study. EMBC Vasileios C. Pezoulas, Themis P. Exarchos, Nikolaos S. Tachos, Andreas Goules, Athanasios G. Tzioufas, Dimitrios I. Fotiadis
2023	J	`jnl`	Challenges and limitations in computational prediction of protein misfolding in neurodegenerative diseases. Frontiers Comput. Neurosci. Marios G. Krokidis, Georgios N. Dimitrakopoulos, Aristidis G. Vrahatis, Themis P. Exarchos, Panagiotis Vlamos
2023	J	`jnl`	Design, Implementation, and Evaluation of Online Bioinformatics and Neuroinformatics Labs. Int. J. Online Biomed. Eng. Spyridon Doukakis, Aristidis G. Vrahatis, Themis P. Exarchos, Maria Hadjinicolaou, Panagiotis Vlamos, Chrystalla Mouza
2023	C	`conf`	Finite Element Analysis of Patient-Specific Heart Model with Simulated Aortic Stenosis. BIBE Smiljana Tomasevic, Igor Saveljic, Lazar U. Velicki, Themis P. Exarchos, Nenad Filipovic
2023	J	`jnl`	Revolutionizing the Early Detection of Alzheimer's Disease through Non-Invasive Biomarkers: The Role of Artificial Intelligence and Deep Learning. Sensors Aristidis G. Vrahatis, Konstantina Skolariki, Marios G. Krokidis, Konstantinos Lazaros, Themis P. Exarchos, Panagiotis Vlamos
2023	—	`conf`	TAXINOMISIS: A cloud - based platform for risk profiling and patient specific management of the carotid artery disease. EMBC 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
2022	—	`conf`	A Hybrid Deep Learning model for predicting the early Alzheimer's Disease stages using MRI. SETN Eugenia Papadaki, Themis P. Exarchos, Panagiotis Vlamos, Aristidis G. Vrahatis
2022	J	`jnl`	A Sensor-Based Perspective in Early-Stage Parkinson's Disease: Current State and the Need for Machine Learning Processes. Sensors Marios G. Krokidis, Georgios N. Dimitrakopoulos, Aristidis G. Vrahatis, Christos Tzouvelekis, Dimitrios Drakoulis, Foteini Papavassileiou, Themis P. Exarchos, Panayiotis M. Vlamos
2022	—	`conf`	A federated AI-empowered platform for disease management across a Pan-European data driven hub. BHI Vasileios C. Pezoulas, Fanis G. Kalatzis, Themis P. Exarchos, Andreas Goules, Athanasios G. Tzioufas, Dimitrios I. Fotiadis
2022	—	`conf`	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 Elsa Papadopoulou, Themis P. Exarchos
2022	—	`conf`	Exhaled Breath Condensate Study for Biomarkers Discovery. IWBBIO (2) S. Patsiris, Themis P. Exarchos, Panayiotis M. Vlamos
2022	J	`jnl`	Multimodal Lip-Reading for Tracheostomy Patients in the Greek Language. Comput. Yorghos Voutos, Georgios Drakopoulos, Georgios Chrysovitsiotis, Zoi Zachou, Dimitris Kikidis, Efthymios Kyrodimos, Themis P. Exarchos
2021	—	`conf`	A federated AI strategy for the classification of patients with Mucosa Associated Lymphoma Tissue (MALT) lymphoma across multiple harmonized cohorts. EMBC Vasileios C. Pezoulas, Fanis G. Kalatzis, Themis P. Exarchos, Luke Chatzis, Saviana Gandolfo, Andreas Goules, Salvatore de Vita, Athanasios G. Tzioufas, Dimitrios I. Fotiadis
2021	—	`conf`	Applied Deep learning for categorizing dermoscopic images. SMAP Andreas Avgoustis, Themis P. Exarchos, Katia Lida Kermanidis, Phivos Mylonas
2021	—	`conf`	Multimodal Lip- Reading for Tracheostomy Patients in the Greek Language. SMAP Yorghos Voutos, Georgios Drakopoulos, Georgios Chrysovitsiotis, Zoi Zachou, Dimitris Kikidis, Efthymios Kyrodimos, Themis P. Exarchos
2021	—	`conf`	Multiple additive regression trees with hybrid loss for classification tasks across heterogeneous clinical data in distributed environments: a case study. EMBC Vasileios C. Pezoulas, Themis P. Exarchos, Athanasios G. Tzioufas, Dimitrios I. Fotiadis
2021	—	`conf`	Recent Dimensionality Reduction Techniques for Visualizing High-Dimensional Parkinson's Disease Omics Data. IEEE BigData Marios G. Krokidis, Georgios N. Dimitrakopoulos, Aristidis G. Vrahatis, Themis P. Exarchos, Panagiotis Vlamos
2020	—	`conf`	A deep learning oriented method for automated 3D reconstruction of carotid arterial trees from MR imaging. EMBC 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
2020	—	`conf`	Contributing factors to Alzheimer's Disease and biomarker identification techniques. SEEDA-CECNSM Konstantina Skolariki, Themis P. Exarchos, Panagiotis Vlamos
2020	—	`conf`	Pathway Analysis for unraveling Complex Diseases: Current State and Future Perpectives. SEEDA-CECNSM Aristidis G. Vrahatis, Panagiotis Vlamos, Antigoni Avramouli, Themis P. Exarchos, Maria Gonidi
2020	—	`conf`	The effect of the degree and location of coronary stenosis on the hemodynamic status of a coronary vessel. EMBC Panagiotis K. Siogkas, George Kalykakis, Constantinos D. Anagnostopoulos, Themis P. Exarchos
2020	—	`conf`	Towards a Personalized Multimodal System for Natural Voice Reproduction. SMAP Stelios Gavras, Spiros Baxevanakis, Dimitrios Kikidis, Efthymios Kyrodimos, Themis P. Exarchos
2019	C	`conf`	A Multimodal Advanced Approach for the Stratification of Carotid Artery Disease. BIBE 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
2019	J	`jnl`	Medical data quality assessment: On the development of an automated framework for medical data curation. Comput. Biol. Medicine 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
2019	—	`conf`	Predicting lymphoma outcomes and risk factors in patients with primary Sjögren's Syndrome using gradient boosting tree ensembles. EMBC Vasileios C. Pezoulas, Themis P. Exarchos, Athanasios G. Tzioufas, Salvatore de Vita, Dimitrios I. Fotiadis
2019	—	`conf`	When vestibular rehabilitation can assist: findings with use of data mining. BHI 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
2018	J	`jnl`	3D reconstruction of coronary arteries and atherosclerotic plaques based on computed tomography angiography images. Biomed. Signal Process. Control. 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
2018	—	`conf`	A De-centralized Framework for Data Sharing, Ontology Matching and Distributed Analytics. SWH@ISWC Vasileios C. Pezoulas, Konstantina D. Kourou, Themis P. Exarchos, Vassiliki Andronikou, Theodora A. Varvarigou, Athanasios G. Tzioufas, Salvatore de Vita, Dimitrios I. Fotiadis
2018	—	`conf`	Towards the Establishment of a Biomedical Ontology for the Primary Sjögren's Syndrome. EMBC Vasileios C. Pezoulas, Themis P. Exarchos, Vassiliki Andronikou, Theodora A. Varvarigou, Athanasios G. Tzioufas, Salvatore de Vita, Dimitrios I. Fotiadis
2017	—	`conf`	A novel hybrid approach for reconstruction of coronary bifurcations using angiography and OCT. EMBC 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
2017	—	`conf`	Computational estimation of the hemodynamic significance of coronary stenoses in arterial branches deriving from CCTA: A proof-of-concept study. EMBC Panagiotis K. Siogkas, George Rigas, Themis P. Exarchos, Antonis I. Sakellarios, Michail I. Papafaklis, Gualtiero Pelosi, Oberdan Parodi, Lampros K. Michalis, Dimitrios I. Fotiadis
2017	C	`conf`	Coupled Computer Modeling of Atherosclerosis Development in the Coronary Arteries. BIBE 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
2017	J	`jnl`	Prediction of Atherosclerotic Plaque Development in an In Vivo Coronary Arterial Segment Based on a Multilevel Modeling Approach. IEEE Trans. Biomed. Eng. 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
2017	—	`conf`	SMARTool: A tool for clinical decision support for the management of patients with coronary artery disease based on modeling of atherosclerotic plaque process. EMBC 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
2016	J	`jnl`	Mining balance disorders' data for the development of diagnostic decision support systems. Comput. Biol. Medicine 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
2016	—	`conf`	Multiparametric data analysis for diagnostic decision support in balance disorders. BHI 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
2016	J	`jnl`	Prediction of time dependent survival in HF patients after VAD implantation using pre- and post-operative data. Comput. Biol. Medicine Konstantina Kourou, George Rigas, Konstantinos P. Exarchos, Yorgos Goletsis, Themis P. Exarchos, Steven Jacobs, Bart Meyns, Maria Giovanna Trivella, Dimitrios I. Fotiadis
2016	J	`jnl`	Three-dimensional reconstruction of coronary arteries and plaque morphology using CT angiography - comparison and registration with IVUS. BMC Medical Imaging 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
2015	J	`jnl`	A Multiscale Approach for Modeling Atherosclerosis Progression. IEEE J. Biomed. Health Informatics 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
2015	C	`conf`	A preliminary presentation of a mobile co-operative platform for Heart Failure self-management. BIBE 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
2015	C	`conf`	Computational modeling of plaque progression in coronary arteries. BIBE Milos D. Radovic, Velibor Isailovic, Igor Saveljic, Zarko Milosevic, Dalibor Nikolic, Themis P. Exarchos, Dimitrios I. Fotiadis, Oberdan Parodi, Nenad Filipovic
2015	J	`jnl`	Computerized methodology for micro-CT and histological data inflation using an IVUS based translation map. Comput. Biol. Medicine 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
2015	C	`conf`	Design and implementation of processes for the primary care in the healthcare system of Greece. BIBE Athanasios N. Papadopoulos, Kostas M. Tsiouris, Ioannis G. Pappas, Michael E. Zervakis, Dimitrios D. Koutsouris, Themis P. Exarchos, Dimitrios I. Fotiadis
2015	C	`conf`	Diagnosis of balance disorders using decision support systems based on data mining techniques. BIBE 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
2015	C	`conf`	EMBalance data repository modeling and clinical application. BIBE Amal Anwer, Marios Prasinos, Doris Eva Bamiou, Nora Macdonald, Marousa Pavlou, Themis P. Exarchos, George Spanoudakis, Linda Luxon
2015	J	`jnl`	Error propagation in the characterization of atheromatic plaque types based on imaging. Comput. Methods Programs Biomed. 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
2015	—	`conf`	Three-dimensional reconstruction of coronary arteries and plaque morphology using CT angiography - comparison and registration using IVUS. EMBC 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
2015	—	`conf`	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 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
2014	—	`conf`	A dynamic Bayesian network approach for time-specific survival probability prediction in patients after ventricular assist device implantation. EMBC Themis P. Exarchos, George Rigas, Yorgos Goletsis, Kostas A. Stefanou, Steven Jacobs, Maria Giovanna Trivella, Dimitrios I. Fotiadis
2014	—	`conf`	Assessing the hemodynamic influence between multiple lesions in a realistic right coronary artery segment: A computational study. EMBC 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
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
2014	—	`conf`	Methodology for micro-CT data inflation using intravascular ultrasound images. EMBC 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
2014	J	`jnl`	Standardized evaluation methodology and reference database for evaluating IVUS image segmentation. Comput. Medical Imaging Graph. 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, Eduardo Gerardo Mendizabal Ruiz, Mariano Rivera, Timur Aksoy, Richard W. Downe, Ioannis A. Kakadiaris
2013	—	`conf`	Computational assessment of the fractional flow reserve from intravascular ultrasound and coronary angiography data: A pilot study. EMBC 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
2013	—	`conf`	Fully automated calcium detection using optical coherence tomography. EMBC 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
2013	C	`conf`	Modeling atherosclerotic plaque growth: A case report based on a 3D geometry of left coronary arterial tree from computed tomography. BIBE 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
2013	—	`conf`	Prediction of coronary atherosclerosis progression using dynamic Bayesian networks. EMBC Konstantinos P. Exarchos, Themis P. Exarchos, Christos V. Bourantas, Michail I. Papafaklis, Katerina K. Naka, Lampros K. Michalis, Oberdan Parodi, Dimitrios I. Fotiadis
2013	J	`jnl`	Segmentation of microarray images using pixel classification - Comparison with clustering-based methods. Comput. Biol. Medicine Nikolaos Giannakeas, Petros S. Karvelis, Themis P. Exarchos, Fanis G. Kalatzis, Dimitrios I. Fotiadis
2013	—	`conf`	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 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
2012	—	`conf`	3D reconstruction of coronary arteries using Frequency Domain Optical Coherence Tomography images and biplane angiography. EMBC 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
2012	—	`conf`	A treatment decision support system for patients receiving Ventricular Assist Device (VAD) therapy. BHI Evaggelos Karvounis, Kostas A. Stefanou, Themis P. Exarchos, Alexandros T. Tzallas, Markos G. Tsipouras, Dimitrios I. Fotiadis
2012	—	`conf`	Patient specific multiscale modelling for plaque formation and progression. EMBC Themis P. Exarchos, Antonis I. Sakellarios, Panagiotis K. Siogkas, Dimitrios I. Fotiadis, Zarko Milosevic, Dalibor Nikolic, Nenad Filipovic, Paolo Marraccini, Federico Vozzi, Oberdan Parodi
2012	J	`jnl`	Patient-Specific Prediction of Coronary Plaque Growth From CTA Angiography: A Multiscale Model for Plaque Formation and Progression. IEEE Trans. Inf. Technol. Biomed. Oberdan Parodi, Themis P. Exarchos, Paolo Marraccini, Federico Vozzi, Zarko Milosevic, Dalibor Nikolic, Antonis I. Sakellarios, Panagiotis K. Siogkas, Dimitrios I. Fotiadis, Nenad Filipovic
2012	J	`jnl`	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 Themis P. Exarchos, Alexandros T. Tzallas, Dina Baga, Dimitra Chaloglou, Dimitrios I. Fotiadis, Sofia Tsouli, Maria Diakou, Spiros Konitsiotis
2011	—	`conf`	An intelligent Decision Support System for the treatment of patients receiving ventricular assist device (VAD) support. EMBC Evaggelos C. Karvounis, Nikolaos S. Katertsidis, Themis P. Exarchos, Dimitrios I. Fotiadis
2011	—	`conf`	Atherosclerotic plaque characterization in Optical Coherence Tomography images. EMBC Lambros S. Athanasiou, Themis P. Exarchos, K. K. Naka, Lampros K. Michalis, Francesco Prati, Dimitrios I. Fotiadis
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
2011	J	`jnl`	Multiscale - Patient-Specific Artery and Atherogenesis Models. IEEE Trans. Biomed. Eng. 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
2011	—	`conf`	Patient specific cardiovascular risk assessment and treatment decision support based on multiscale modelling and medical guidelines. EMBC Themis P. Exarchos, Yorgos Goletsis, Kostas A. Stefanou, Evangelos Fotiou, Dimitrios I. Fotiadis, Oberdan Parodi
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`	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 methodology for automated fuzzy model generation. Fuzzy Sets Syst. Markos G. Tsipouras, Themis P. Exarchos, 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`	Automated Diagnosis of Coronary Artery Disease Based on Data Mining and Fuzzy Modeling. IEEE Trans. Inf. Technol. Biomed. Markos G. Tsipouras, Themis P. Exarchos, Dimitrios I. Fotiadis, Anna P. Kotsia, K. V. Vakalis, K. K. Naka, Lampros K. Michalis
2008	B	`conf`	Automated fuzzy model generation through weight and fuzzification parameters' optimization. FUZZ-IEEE Markos G. Tsipouras, Themis P. Exarchos, Dimitrios I. Fotiadis
2008	C	`conf`	Intelligent patient profiling for diagnosis, staging and treatment selection in colon cancer. BIBE Yorgos Goletsis, Themis P. Exarchos, Nikolaos Giannakeas, 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`	Point-of-care monitoring and diagnostics for autoimmune diseases. BIBE Fanis G. Kalatzis, Themis P. Exarchos, Nikolaos Giannakeas, Sofia Markoula, Elisavet Hatzi, Panagiotis Rizos, Ioannis Georgiou, 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	—	`conf`	A Comparison of Methodologies for Fuzzy Expert System Creation - Application to Arrhythmic Beat Classification. EMBC Markos G. Tsipouras, Themis P. Exarchos, Dimitrios I. Fotiadis
2006	B	`conf`	A Decision Support System for the Diagnosis of Coronary Artery Disease. CBMS Markos G. Tsipouras, Themis P. Exarchos, Dimitrios I. Fotiadis, Anna P. Kotsia, Aikaterinh Naka, Lampros K. Michalis
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	J	`jnl`	EEG Transient Event Detection and Classification Using Association Rules. IEEE Trans. Inf. Technol. Biomed. Themis P. Exarchos, Alexandros T. Tzallas, Dimitrios I. Fotiadis, Spiros Konitsiotis, Sotirios Giannopoulos
2006	—	`conf`	Protein Classification using Sequential Pattern Mining. EMBC Themis P. Exarchos, Costas Papaloukas, Christos Lampros, Dimitrios I. Fotiadis
2005	B	`conf`	A Data Mining Based Approach for the EEG Transient Event Detection and Classification. CBMS Themis P. Exarchos, Alexandros T. Tzallas, Dimitrios I. Fotiadis, Spiros Konitsiotis, Sotirios Giannopoulos