Evanthia E. Tripoliti
Orcid: 0000-0002-8201-2202
According to our database1,
Evanthia E. Tripoliti
authored at least 39 papers
between 2007 and 2022.
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Bibliography
2022
Comput. Methods Programs Biomed., 2022
Segmentation and volume quantification of MR Images for the detection and monitoring multiple sclerosis progression.
Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022
Multiple Sclerosis Severity Estimation and Progression Prediction Based on Machine Learning Techniques.
Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022
White Matter Lesion Segmentation for Multiple Sclerosis Patients implementing deep learning.
Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022
Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022
AI Methods for Personalized Suggestions on Smart Glasses Based on Human Activity Recognition.
Proceedings of the IEEE-EMBS International Conference on Biomedical and Health Informatics, 2022
2021
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021
Real Time Human Activity Recognition Using Acceleration and First-Person Camera data.
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021
Clustering based Segmentation of MR Images for the Delineation and Monitoring of Multiple Sclerosis Progression.
Proceedings of the 21st IEEE International Conference on Bioinformatics and Bioengineering, 2021
A machine learning approach to predict emotional arousal and valence from gaze extracted features.
Proceedings of the 21st IEEE International Conference on Bioinformatics and Bioengineering, 2021
Cognitive workload level estimation based on eye tracking: A machine learning approach.
Proceedings of the 21st IEEE International Conference on Bioinformatics and Bioengineering, 2021
Exploring Artificial Intelligence methods for recognizing human activities in real time by exploiting inertial sensors.
Proceedings of the 21st IEEE International Conference on Bioinformatics and Bioengineering, 2021
2019
HEARTEN KMS - A knowledge management system targeting the management of patients with heart failure.
J. Biomed. Informatics, 2019
KardiaSoft Architecture - A Software Supporting Diagnosis and Therapy Monitoring of Heart Failure Patients Exploiting Saliva Biomarkers.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019
ProMiSi Architecture - A Tool for the Estimation of the Progression of Multiple Sclerosis Disease using MRI.
Proceedings of the 19th IEEE International Conference on Bioinformatics and Bioengineering, 2019
2018
Proceedings of the 2018 IEEE EMBS International Conference on Biomedical & Health Informatics, 2018
2017
A computational approach for the estimation of heart failure patients status using saliva biomarkers.
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017
Estimation of Heart Failure Patients Medication Adherence through the Utilization of Saliva and Breath Biomarkers and Data Mining Techniques.
Proceedings of the 30th IEEE International Symposium on Computer-Based Medical Systems, 2017
Predicting Heart Failure Patient Events by Exploiting Saliva and Breath Biomarkers Information.
Proceedings of the 17th IEEE International Conference on Bioinformatics and Bioengineering, 2017
Estimation of New York Heart Association class in heart failure patients based on machine learning techniques.
Proceedings of the 2017 IEEE EMBS International Conference on Biomedical & Health Informatics, 2017
2015
A computer-aided automated methodology for the detection and classification of occlusal caries from photographic color images.
Comput. Biol. Medicine, 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
2014
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014
2013
Modifications of the construction and voting mechanisms of the Random Forests Algorithm.
Data Knowl. Eng., 2013
Comput. Methods Programs Biomed., 2013
Proceedings of the IEEE 15th International Conference on e-Health Networking, 2013
Proceedings of the 13th IEEE International Conference on BioInformatics and BioEngineering, 2013
Application of decisional models to the health-economic assessment of new interactive clinical software.
Proceedings of the 13th IEEE International Conference on BioInformatics and BioEngineering, 2013
Proceedings of the 13th IEEE International Conference on BioInformatics and BioEngineering, 2013
Modeling stent deployment in realistic arterial segment geometries: The effect of the plaque composition.
Proceedings of the 13th IEEE International Conference on BioInformatics and BioEngineering, 2013
2012
Αυτόματη ανάλυση λειτουργίας εγκεφάλου σε άτομα με τη νόσο Alzheimer βασισμένη στον αλγόριθμο τυχαίων δασών
PhD thesis, 2012
Automated Diagnosis of Diseases Based on Classification: Dynamic Determination of the Number of Trees in Random Forests Algorithm.
IEEE Trans. Inf. Technol. Biomed., 2012
Assessment of Tremor Activity in the Parkinson's Disease Using a Set of Wearable Sensors.
IEEE Trans. Inf. Technol. Biomed., 2012
2011
A supervised method to assist the diagnosis and monitor progression of Alzheimer's disease using data from an fMRI experiment.
Artif. Intell. Medicine, 2011
2010
Bayesian methods for fMRI time-series analysis using a nonstationary model for the noise.
IEEE Trans. Inf. Technol. Biomed., 2010
A six stage approach for the diagnosis of the Alzheimer's disease based on fMRI data.
J. Biomed. Informatics, 2010
Proceedings of the Wireless Mobile Communication and Healthcare, 2010
2008
Proceedings of the 8th IEEE International Conference on Bioinformatics and Bioengineering, 2008
2007
Automated segmentation and quantification of inflammatory tissue of the hand in rheumatoid arthritis patients using magnetic resonance imaging data.
Artif. Intell. Medicine, 2007