Themis P. Exarchos
According to our database1,
Themis P. Exarchos
authored at least 93 papers
between 2005 and 2024.
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Bibliography
2024
FHBF: Federated hybrid boosted forests with dropout rates for supervised learning tasks across highly imbalanced clinical datasets.
Patterns, January, 2024
SGABU computational platform for multiscale modeling: Bridging the gap between education and research.
Comput. Methods Programs Biomed., January, 2024
2023
Design, Implementation, and Evaluation of Online Bioinformatics and Neuroinformatics Labs.
Int. J. Online Biomed. Eng., January, 2023
Revolutionizing the Early Detection of Alzheimer's Disease through Non-Invasive Biomarkers: The Role of Artificial Intelligence and Deep Learning.
Sensors, 2023
Applying SCALEX scRNA-Seq Data Integration for Precise Alzheimer's Disease Biomarker Discovery.
Proceedings of the Artificial Intelligence Applications and Innovations. AIAI 2023 IFIP WG 12.5 International Workshops, 2023
TAXINOMISIS: A cloud - based platform for risk profiling and patient specific management of the carotid artery disease.
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023
Boosting the performance of MALT lymphoma classification in patients with primary Sjögren's Syndrome through data augmentation: a case study.
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023
Advanced Big Data Analysis for Deciphering the Role of Protein Misfolding and Interactions in the Pathogenesis of Alzheimer's Disease.
Proceedings of the IEEE International Conference on Big Data, 2023
A Graph-Based Approach to Integrate Large-Scale Drug and Protein Data for Alzheimer's Disease Drug Repurposing.
Proceedings of the IEEE International Conference on Big Data, 2023
Finite Element Analysis of Patient-Specific Heart Model with Simulated Aortic Stenosis.
Proceedings of the 23rd IEEE International Conference on Bioinformatics and Bioengineering, 2023
2022
A Sensor-Based Perspective in Early-Stage Parkinson's Disease: Current State and the Need for Machine Learning Processes.
Sensors, 2022
Comput., 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.
Proceedings of the SETN 2022: 12th Hellenic Conference on Artificial Intelligence, Corfu, Greece, September 7, 2022
A Hybrid Deep Learning model for predicting the early Alzheimer's Disease stages using MRI.
Proceedings of the SETN 2022: 12th Hellenic Conference on Artificial Intelligence, Corfu, Greece, September 7, 2022
Proceedings of the Bioinformatics and Biomedical Engineering, 2022
A federated AI-empowered platform for disease management across a Pan-European data driven hub.
Proceedings of the IEEE-EMBS International Conference on Biomedical and Health Informatics, 2022
2021
Proceedings of the 16th International Workshop on Semantic and Social Media Adaptation & Personalization, 2021
A federated AI strategy for the classification of patients with Mucosa Associated Lymphoma Tissue (MALT) lymphoma across multiple harmonized cohorts.
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021
Multiple additive regression trees with hybrid loss for classification tasks across heterogeneous clinical data in distributed environments: a case study.
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021
Recent Dimensionality Reduction Techniques for Visualizing High-Dimensional Parkinson's Disease Omics Data.
Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021
2020
Proceedings of the 15th International Workshop on Semantic and Social Media Adaptation and Personalization, 2020
Pathway Analysis for unraveling Complex Diseases: Current State and Future Perpectives.
Proceedings of the 5th South-East Europe Design Automation, 2020
Proceedings of the 5th South-East Europe Design Automation, 2020
A deep learning oriented method for automated 3D reconstruction of carotid arterial trees from MR imaging.
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020
The effect of the degree and location of coronary stenosis on the hemodynamic status of a coronary vessel.
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020
2019
Medical data quality assessment: On the development of an automated framework for medical data curation.
Comput. Biol. Medicine, 2019
Predicting lymphoma outcomes and risk factors in patients with primary Sjögren's Syndrome using gradient boosting tree ensembles.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019
Proceedings of the 19th IEEE International Conference on Bioinformatics and Bioengineering, 2019
Proceedings of the 2019 IEEE EMBS International Conference on Biomedical & Health Informatics, 2019
2018
3D reconstruction of coronary arteries and atherosclerotic plaques based on computed tomography angiography images.
Biomed. Signal Process. Control., 2018
A De-centralized Framework for Data Sharing, Ontology Matching and Distributed Analytics.
Proceedings of the First International Workshop on Semantic Web Technologies for Health Data Management, 2018
Towards the Establishment of a Biomedical Ontology for the Primary Sjögren's Syndrome.
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018
2017
Prediction of Atherosclerotic Plaque Development in an In Vivo Coronary Arterial Segment Based on a Multilevel Modeling Approach.
IEEE Trans. Biomed. Eng., 2017
Computational estimation of the hemodynamic significance of coronary stenoses in arterial branches deriving from CCTA: A proof-of-concept study.
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (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.
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017
A novel hybrid approach for reconstruction of coronary bifurcations using angiography and OCT.
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017
Proceedings of the 17th IEEE International Conference on Bioinformatics and Bioengineering, 2017
2016
Prediction of time dependent survival in HF patients after VAD implantation using pre- and post-operative data.
Comput. Biol. Medicine, 2016
Mining balance disorders' data for the development of diagnostic decision support systems.
Comput. Biol. Medicine, 2016
Three-dimensional reconstruction of coronary arteries and plaque morphology using CT angiography - comparison and registration with IVUS.
BMC Medical Imaging, 2016
Proceedings of the 2016 IEEE-EMBS International Conference on Biomedical and Health Informatics, 2016
2015
IEEE J. Biomed. Health Informatics, 2015
Error propagation in the characterization of atheromatic plaque types based on imaging.
Comput. Methods Programs Biomed., 2015
Computerized methodology for micro-CT and histological data inflation using an IVUS based translation map.
Comput. Biol. Medicine, 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.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015
Three-dimensional reconstruction of coronary arteries and plaque morphology using CT angiography - comparison and registration using IVUS.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015
Proceedings of the 15th IEEE International Conference on Bioinformatics and Bioengineering, 2015
Design and implementation of processes for the primary care in the healthcare system of Greece.
Proceedings of the 15th IEEE International Conference on Bioinformatics and Bioengineering, 2015
A preliminary presentation of a mobile co-operative platform for Heart Failure self-management.
Proceedings of the 15th IEEE International Conference on Bioinformatics and Bioengineering, 2015
Diagnosis of balance disorders using decision support systems based on data mining techniques.
Proceedings of the 15th IEEE International Conference on Bioinformatics and Bioengineering, 2015
Proceedings of the 15th IEEE International Conference on Bioinformatics and Bioengineering, 2015
2014
J. Bioinform. Comput. Biol., 2014
Standardized evaluation methodology and reference database for evaluating IVUS image segmentation.
Comput. Medical Imaging Graph., 2014
Assessing the hemodynamic influence between multiple lesions in a realistic right coronary artery segment: A computational study.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014
A dynamic Bayesian network approach for time-specific survival probability prediction in patients after ventricular assist device implantation.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014
2013
Segmentation of microarray images using pixel classification - Comparison with clustering-based methods.
Comput. Biol. Medicine, 2013
Computational assessment of the fractional flow reserve from intravascular ultrasound and coronary angiography data: A pilot study.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 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.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013
Modeling atherosclerotic plaque growth: A case report based on a 3D geometry of left coronary arterial tree from computed tomography.
Proceedings of the 13th IEEE International Conference on BioInformatics and BioEngineering, 2013
2012
Patient-Specific Prediction of Coronary Plaque Growth From CTA Angiography: A Multiscale Model for Plaque Formation and Progression.
IEEE Trans. Inf. Technol. Biomed., 2012
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, 2012
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012
3D reconstruction of coronary arteries using Frequency Domain Optical Coherence Tomography images and biplane angiography.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012
A treatment decision support system for patients receiving Ventricular Assist Device (VAD) therapy.
Proceedings of 2012 IEEE-EMBS International Conference on Biomedical and Health Informatics, 2012
2011
IEEE Trans. Biomed. Eng., 2011
Extraction of consensus protein patterns in regions containing non-proline <i>cis </i>peptide bonds and their functional assessment.
BMC Bioinform., 2011
An intelligent Decision Support System for the treatment of patients receiving ventricular assist device (VAD) support.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011
Patient specific cardiovascular risk assessment and treatment decision support based on multiscale modelling and medical guidelines.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011
2009
Knowl. Inf. Syst., 2009
Prediction of cis/trans isomerization using feature selection and support vector machines.
J. Biomed. Informatics, 2009
PBOND: Web Server for the Prediction of Proline and Non-Proline cis I trans Isomerization.
Genom. Proteom. Bioinform., 2009
Detection of discriminative sequence patterns in the neighborhood of proline cis peptide bonds and their functional annotation.
BMC Bioinform., 2009
2008
Automated Diagnosis of Coronary Artery Disease Based on Data Mining and Fuzzy Modeling.
IEEE Trans. Inf. Technol. Biomed., 2008
J. Biomed. Informatics, 2008
A two-stage methodology for sequence classification based on sequential pattern mining and optimization.
Data Knowl. Eng., 2008
Automated fuzzy model generation through weight and fuzzification parameters' optimization.
Proceedings of the FUZZ-IEEE 2008, 2008
Proceedings of the 8th IEEE International Conference on Bioinformatics and Bioengineering, 2008
Intelligent patient profiling for diagnosis, staging and treatment selection in colon cancer.
Proceedings of the 8th IEEE International Conference on Bioinformatics and Bioengineering, 2008
Systematic elicitation of sequence patterns associated with non-proline cis peptide bonds.
Proceedings of the 8th IEEE International Conference on Bioinformatics and Bioengineering, 2008
2007
Sequence-based protein structure prediction using a reduced state-space hidden Markov model.
Comput. Biol. Medicine, 2007
Comput. Biol. Medicine, 2007
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, 2007
2006
IEEE Trans. Inf. Technol. Biomed., 2006
An association rule mining-based methodology for automated detection of ischemic ECG beats.
IEEE Trans. Biomed. Eng., 2006
A Comparison of Methodologies for Fuzzy Expert System Creation - Application to Arrhythmic Beat Classification.
Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006
Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006
Proceedings of the 19th IEEE International Symposium on Computer-Based Medical Systems (CBMS 2006), 2006
2005
A Data Mining Based Approach for the EEG Transient Event Detection and Classification.
Proceedings of the 18th IEEE Symposium on Computer-Based Medical Systems (CBMS 2005), 2005