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Fanis G. Kalatzis
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2020 – today
- 2024
- [j7]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): 100893 (2024) - 2022
- [c9]Vasileios C. Pezoulas
A federated AI-empowered platform for disease management across a Pan-European data driven hub. BHI 2022: 1-4 - 2021
- [c8]Vasileios C. Pezoulas
A federated AI strategy for the classification of patients with Mucosa Associated Lymphoma Tissue (MALT) lymphoma across multiple harmonized cohorts. EMBC 2021: 1666-1669
2010 – 2019
- 2019
- [j6]Vasileios C. Pezoulas
Medical data quality assessment: On the development of an automated framework for medical data curation. Comput. Biol. Medicine 107: 270-283 (2019) - [j5]Evanthia E. Tripoliti, Georgia S. Karanasiou
HEARTEN KMS - A knowledge management system targeting the management of patients with heart failure. J. Biomed. Informatics 94 (2019) - 2018
- [c7]Georgia S. Karanasiou
HEARTEN: An integrated mHealth platform for holistic HF management. BHI 2018: 295-298 - 2017
- [c6]Evanthia E. Tripoliti, Theofilos G. Papadopoulos, Georgia S. Karanasiou
Estimation of New York Heart Association class in heart failure patients based on machine learning techniques. BHI 2017: 421-424 - [c5]Evanthia E. Tripoliti, Georgia S. Karanasiou
Predicting Heart Failure Patient Events by Exploiting Saliva and Breath Biomarkers Information. BIBE 2017: 285-290 - [c4]Evanthia E. Tripoliti, Theofilos G. Papadopoulos, Georgia S. Karanasiou
Estimation of Heart Failure Patients Medication Adherence through the Utilization of Saliva and Breath Biomarkers and Data Mining Techniques. CBMS 2017: 231-235 - [c3]Evanthia E. Tripoliti, Theofilos G. Papadopoulos, Georgia S. Karanasiou
A computational approach for the estimation of heart failure patients status using saliva biomarkers. EMBC 2017: 3648-3651 - 2016
- [j4]Nikolaos Giannakeas
A generalized methodology for the gridding of microarray images with rectangular or hexagonal grid. Signal Image Video Process. 10(4): 719-728 (2016) - 2015
- [c2]Georgia S. Karanasiou
A preliminary presentation of a mobile co-operative platform for Heart Failure self-management. BIBE 2015: 1-4 - 2013
- [j3]Nikolaos Giannakeas
Segmentation of microarray images using pixel classification - Comparison with clustering-based methods. Comput. Biol. Medicine 43(6): 705-716 (2013) - 2012
- [j2]Nikolaos Giannakeas
Spot addressing for microarray images structured in hexagonal grids. Comput. Methods Programs Biomed. 106(1): 1-13 (2012)
2000 – 2009
- 2008
- [c1]Fanis G. Kalatzis, Themis P. Exarchos, Nikolaos Giannakeas
Point-of-care monitoring and diagnostics for autoimmune diseases. BIBE 2008: 1-6 - 2006
- [j1]Fanis G. Kalatzis, Dimitris G. Papageorgiou, Ioannis N. Demetropoulos:
A programmable optimization environment using the GAMESS-US and MERLIN/MCL packages. Applications on intermolecular interaction energies. Comput. Phys. Commun. 175(5): 359-371 (2006)
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