George K. Matsopoulos
Orcid: 0000-0002-2600-9914Affiliations:
- National Technical University of Athens, School of Electrical and Computer Engineering, Greece.
According to our database1,
George K. Matsopoulos
authored at least 86 papers
between 1993 and 2024.
Collaborative distances:
Collaborative distances:
Timeline
Legend:
Book In proceedings Article PhD thesis Dataset OtherLinks
Online presence:
-
on ece.ntua.gr
-
on orcid.org
On csauthors.net:
Bibliography
2024
Architectural Design for Enhancing Remote Patient Monitoring in Heart Failure: A Case Study of the RETENTION Project.
Proceedings of the 17th International Joint Conference on Biomedical Engineering Systems and Technologies, 2024
2023
Individualized Prediction of Task Performance Decline Using Pre-Task Resting-State Functional Connectivity.
IEEE J. Biomed. Health Informatics, October, 2023
A Decision Support System for the Identification of Metastases of Metastatic Melanoma Using Whole-Body FDG PET/CT Images.
IEEE J. Biomed. Health Informatics, March, 2023
A Review of ARIMA vs. Machine Learning Approaches for Time Series Forecasting in Data Driven Networks.
Future Internet, 2023
Deep Learning-Based Segmentation and Mesh Reconstruction of the Aortic Vessel Tree from CTA Images.
Proceedings of the Segmentation of the Aorta. Towards the Automatic Segmentation, Modeling, and Meshing of the Aortic Vessel Tree from Multicenter Acquisition, 2023
An integrated rehabilitation system for the upper limb spasticity assessment and treatment: the Rehabotics passive exoskeletal system.
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023
Transi-Net: An Explainable Deep Learning Model Ensemble For Prostate's Transition Zone Segmentation.
Proceedings of the 23rd IEEE International Conference on Bioinformatics and Bioengineering, 2023
2022
Inferring the Individual Psychopathologic Deficits With Structural Connectivity in a Longitudinal Cohort of Schizophrenia.
IEEE J. Biomed. Health Informatics, 2022
Measuring the impact of anonymization on real-world consolidated health datasets engineered for secondary research use: Experiments in the context of MODELHealth project.
Frontiers Digit. Health, 2022
CEC-CNN: A Consecutive Expansion-Contraction Convolutional Network for Very Small Resolution Medical Image Classification.
CoRR, 2022
A Wavelet-Based Approach for Estimating Time-Varying Connectivity in Resting-State Functional Magnetic Resonance Imaging.
Brain Connect., 2022
Machine Learning Models to Predict Myocardial Infarction Within 10-Years Follow-up of Cardiovascular Disease Progression.
Proceedings of the IEEE-EMBS International Conference on Biomedical and Health Informatics, 2022
Integrative Bioinformatics Analysis of Transcriptomic Data Reveals Hub Genes as Diagnostic Biomarkers for Non-Muscle vs. Muscle Invasive Bladder Cancer.
Proceedings of the IEEE-EMBS International Conference on Biomedical and Health Informatics, 2022
2021
IEEE J. Biomed. Health Informatics, 2021
Vertebrae, IVD and spinal canal boundary extraction on MRI, utilizing CT-trained active shape models.
Int. J. Comput. Assist. Radiol. Surg., 2021
Proceedings of the Public Health and Informatics, 2021
Automatic aortic valve area detection in echocardiography images using convolutional neural networks and U-net architecture for bicuspid aortic valve recognition.
Proceedings of the IEEE International Conference on Imaging Systems and Techniques, 2021
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021
2020
Proceedings of the Advanced Computational Intelligence in Healthcare - 7, 2020
A condition-independent framework for the classification of error-related brain activity.
Medical Biol. Eng. Comput., 2020
Bimodal CT/MRI-Based Segmentation Method for Intervertebral Disc Boundary Extraction.
Inf., 2020
A three-module proposed solution to improve cognitive and social skills of students with attention deficit disorder (ADD) and high functioning autism (HFA): innovative technological advancements for students with neurodevelopmental disorders.
Proceedings of the PETRA '20: The 13th PErvasive Technologies Related to Assistive Environments Conference, Corfu, Greece, June 30, 2020
Proceedings of the Wireless Mobile Communication and Healthcare, 2020
Proceedings of the Digital Personalized Health and Medicine - Proceedings of MIE 2020, Medical Informatics Europe, Geneva, Switzerland, April 28, 2020
Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020
2019
MODELHealth: An Innovative Software Platform for Machine Learning in Healthcare Leveraging Indoor Localization Services.
Proceedings of the 20th IEEE International Conference on Mobile Data Management, 2019
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019
Proceedings of the International Conference on Omni-Layer Intelligent Systems, 2019
2018
A New Ensemble Classification System For Fracture Zone Prediction Using Imbalanced Micro-CT Bone Morphometrical Data.
IEEE J. Biomed. Health Informatics, 2018
Biomed. Signal Process. Control., 2018
2017
Altered Brain Functional Connectivity in Small-Cell Lung Cancer Patients after Chemotherapy Treatment: A Resting-State fMRI Study.
Comput. Math. Methods Medicine, 2017
Comput. Biol. Medicine, 2017
2016
Geometry-based vs. intensity-based medical image registration: A comparative study on 3D CT data.
Comput. Biol. Medicine, 2016
2015
Automatic local parameterization of the Chan Vese active contour model's force coefficients using edge information.
J. Vis. Commun. Image Represent., 2015
Two 27 MHz Simple Inductive Loops, as Hyperthermia Treatment Applicators: Theoretical Analysis and Development.
Comput. Math. Methods Medicine, 2015
Automatic identification of oculomotor behavior using pattern recognition techniques.
Comput. Biol. Medicine, 2015
A computer-aided automated methodology for the detection and classification of occlusal caries from photographic color images.
Comput. Biol. Medicine, 2015
Identification of Observations of Correct or Incorrect Actions using Second Order Statistical Features of Event Related Potentials.
Proceedings of the BIOSIGNALS 2015, 2015
2014
An implicit evolution scheme for active contours and surfaces based on IIR filtering.
Comput. Biol. Medicine, 2014
Analysis of resting state and task-related fMRI data in small cell lung cancer patients before undertaking PCI.
Proceedings of the 4th International Conference on Wireless Mobile Communication and Healthcare: "Transforming healthcare through innovations in mobile and wireless technologies", 2014
Tract-Based Spatial Statistics analysis of diffusion-tensor imaging data in patients with Small Cell Lung Cancer.
Proceedings of the 4th International Conference on Wireless Mobile Communication and Healthcare: "Transforming healthcare through innovations in mobile and wireless technologies", 2014
Proceedings of the 4th International Conference on Image Processing Theory, 2014
2013
Medical Biol. Eng. Comput., 2013
Image contrast enhancement through regional application of partitioned iterated function systems.
J. Electronic Imaging, 2013
Transformation of Physical DVHs to Radiobiologically Equivalent Ones in Hypofractionated Radiotherapy Analyzing Dosimetric and Clinical Parameters: A Practical Approach for Routine Clinical Practice in Radiation Oncology.
Comput. Math. Methods Medicine, 2013
A classification system based on a new wrapper feature selection algorithm for the diagnosis of primary and secondary polycythemia.
Comput. Biol. Medicine, 2013
Classification of Event Related Potentials of Error-Related Observations Using Support Vector Machines.
Proceedings of the Engineering Applications of Neural Networks, 2013
Proceedings of the 13th IEEE International Conference on BioInformatics and BioEngineering, 2013
2012
Medical imaging correction: A comparative study of five contrast and brightness matching methods.
Comput. Methods Programs Biomed., 2012
Proceedings of the 3rd International Conference on Image Processing Theory Tools and Applications, 2012
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012
Proceedings of the Artificial Neural Networks in Pattern Recognition, 2012
2011
Automatic point correspondence using an artificial immune system optimization technique for medical image registration.
Comput. Medical Imaging Graph., 2011
Classification of Error-Related Negativity (ERN) and Positivity (Pe) potentials using kNN and Support Vector Machines.
Comput. Biol. Medicine, 2011
Infusing Image Processing Capabilities into an RFID-Based Personal Mobile Medical Assistant.
Proceedings of the Wireless Mobile Communication and Healthcare, 2011
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011
2010
Pattern Recognit., 2010
Automatic Correspondence on Medical Images: A Comparative Study of Four Methods for Allocating Corresponding Points.
J. Digit. Imaging, 2010
Image Vis. Comput., 2010
Diagnosis - A Global Alignment and Fusion Medical System.
Proceedings of the HEALTHINF 2010, 2010
Proceedings of the Biomedical Engineering Systems and Technologies, 2010
2009
Computer-Aided Diagnosis of Thyroid Malignancy Using an Artificial Immune System Classification Algorithm.
IEEE Trans. Inf. Technol. Biomed., 2009
An iterative point correspondence algorithm for automatic image registration: An application to dental subtraction radiography.
Comput. Methods Programs Biomed., 2009
Application of Kohonen network for automatic point correspondence in 2D medical images.
Comput. Biol. Medicine, 2009
2008
Comput. Medical Imaging Graph., 2008
Classification of Event-Related Potentials associated with response errors in actors.
Proceedings of the 8th IEEE International Conference on Bioinformatics and Bioengineering, 2008
2007
Int. J. Biomed. Imaging, 2007
2006
Image Registration Based on Lifting Process: An Application to Digital Subtraction Radiography.
IEEE Trans. Inf. Technol. Biomed., 2006
Automatic Correspondence using the Enhanced Hexagonal Center-based Inner Search Algorithm for Point-based Dental Image Registration.
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
2005
Thoracic non-rigid registration combining self-organizing maps and radial basis functions.
Medical Image Anal., 2005
2004
IEEE Trans. Medical Imaging, 2004
Combining a morphological interpolation approach with a surface reconstruction method for the 3-D representation of tomographic data.
J. Vis. Commun. Image Represent., 2004
MITIS: a WWW-based medical system for managing and processing gynecological-obstetrical-radiological data.
Comput. Methods Programs Biomed., 2004
Comparison of Different Global and Local Automatic Registration Schemes: An Application to Retinal Images.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention -- MICCAI 2004, 2004
2003
A computer-aided diagnostic system to characterize CT focal liver lesions: Design and optimization of a neural network classifier.
IEEE Trans. Inf. Technol. Biomed., 2003
1999
IEEE Trans. Inf. Technol. Biomed., 1999
Pattern Recognit. Lett., 1999
MR functional cardiac imaging: Segmentation, measurement and WWW based visualisation of 4D data.
Future Gener. Comput. Syst., 1999
Proceedings of the High-Performance Computing and Networking, 7th International Conference, 1999
1998
J. Vis. Commun. Image Represent., 1998
1995
J. Vis. Commun. Image Represent., 1995
1994
Use of morphological image processing techniques for the measurement of a fetal head from ultrasound images.
Pattern Recognit., 1994
Proceedings of the 2nd International Symposium on Mathematical Morphology and Its Applications to Image Processing, 1994
1993
Proceedings of the IEEE International Conference on Acoustics, 1993