Fanis G. Kalatzis

According to our database, Fanis G. Kalatzis authored at least 16 papers between 2006 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2024

FHBF: Federated hybrid boosted forests with dropout rates for supervised learning tasks across highly imbalanced clinical datasets.

Vasileios C. Pezoulas, Fanis G. Kalatzis, Themis P. Exarchos, Andreas Goules, Athanasios G. Tzioufas, Dimitrios I. Fotiadis

Patterns, January, 2024

2022

A federated AI-empowered platform for disease management across a Pan-European data driven hub.

Vasileios C. Pezoulas, Fanis G. Kalatzis, Themis P. Exarchos, Antreas Goules, Athanasios G. Tzioufas, Dimitrios I. Fotiadis

Proceedings of the IEEE-EMBS International Conference on Biomedical and Health Informatics, 2022

2021

A federated AI strategy for the classification of patients with Mucosa Associated Lymphoma Tissue (MALT) lymphoma across multiple harmonized cohorts.

Vasileios C. Pezoulas, Fanis G. Kalatzis, Themis P. Exarchos, Luke Chatzis, Saviana Gandolfo, Andreas Goules, Salvatore de Vita, Athanasios G. Tzioufas, Dimitrios I. Fotiadis

Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

2019

HEARTEN KMS - A knowledge management system targeting the management of patients with heart failure.

Evanthia E. Tripoliti, Georgia S. Karanasiou, Fanis G. Kalatzis, Aris Bechlioulis, Yorgos Goletsis, Katerina K. Naka, Dimitrios I. Fotiadis

J. Biomed. Informatics, 2019

Medical data quality assessment: On the development of an automated framework for medical data curation.

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

Comput. Biol. Medicine, 2019

2018

HEARTEN: An integrated mHealth platform for holistic HF management.

Georgia S. Karanasiou, Evanthia E. Tripoliti, Yorgos Goletsis, Fanis G. Kalatzis, Katerina K. Naka, Roger Fuoco, Wolfram Miekisch, Kostis E. Tzannetis, Stefanos G. Zervos, Joan R. Bausells, Abdelhamid Errachid, Dimitrios I. Fotiadis

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.

Evanthia E. Tripoliti, Theofilos G. Papadopoulos, Georgia S. Karanasiou, Fanis G. Kalatzis, Yorgos Goletsis, Aris Bechlioulis, Silvia Ghimenti, Tommaso Lomonaco, Francesca G. Bellagambi, Maria Giovanna Trivella, Roger Fuoco, Mario Marzilli, Maria Chiara Scali, Katerina K. Naka, Abdelhamid Errachid, Dimitrios I. Fotiadis

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.

Evanthia E. Tripoliti, Theofilos G. Papadopoulos, Georgia S. Karanasiou, Fanis G. Kalatzis, Yorgos Goletsis, Aris Bechlioulis, Silvia Ghimenti, Tommaso Lomonaco, Francesca G. Bellagambi, Roger Fuoco, Mario Marzilli, Maria Chiara Scali, Katerina K. Naka, Abdelhamid Errachid, Dimitrios I. Fotiadis

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.

Evanthia E. Tripoliti, Georgia S. Karanasiou, Fanis G. Kalatzis, Yorgos Goletsis, Aris Bechlioulis, Silvia Ghimenti, Tommaso Lomonaco, Francesca G. Bellagambi, Roger Fuoco, Mario Marzilli, Maria Chiara Scali, Katerina K. Naka, Abdelhamid Errachid, Dimitrios I. Fotiadis

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.

Evanthia E. Tripoliti, Theofilos G. Papadopoulos, Georgia S. Karanasiou, Fanis G. Kalatzis, Aris Bechlioulis, Yorgos Goletsis, Katerina K. Naka, Dimitrios I. Fotiadis

Proceedings of the 2017 IEEE EMBS International Conference on Biomedical & Health Informatics, 2017

2016

A generalized methodology for the gridding of microarray images with rectangular or hexagonal grid.

Nikolaos Giannakeas, Fanis G. Kalatzis, Markos G. Tsipouras, Dimitrios I. Fotiadis

Signal Image Video Process., 2016

2015

A preliminary presentation of a mobile co-operative platform for Heart Failure self-management.

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

Proceedings of the 15th IEEE International Conference on Bioinformatics and Bioengineering, 2015

2013

Segmentation of microarray images using pixel classification - Comparison with clustering-based methods.

Nikolaos Giannakeas, Petros S. Karvelis, Themis P. Exarchos, Fanis G. Kalatzis, Dimitrios I. Fotiadis

Comput. Biol. Medicine, 2013

2012

Spot addressing for microarray images structured in hexagonal grids.

Nikolaos Giannakeas, Fanis G. Kalatzis, Markos G. Tsipouras, Dimitrios I. Fotiadis

Comput. Methods Programs Biomed., 2012

2008

Point-of-care monitoring and diagnostics for autoimmune diseases.

Fanis G. Kalatzis, Themis P. Exarchos, Nikolaos Giannakeas, Sofia Markoula, Elisavet Hatzi, Panagiotis Rizos, Ioannis Georgiou, Dimitrios I. Fotiadis

Proceedings of the 8th IEEE International Conference on Bioinformatics and Bioengineering, 2008

2006

A programmable optimization environment using the GAMESS-US and MERLIN/MCL packages. Applications on intermolecular interaction energies.

Fanis G. Kalatzis, Dimitris G. Papageorgiou, Ioannis N. Demetropoulos

Comput. Phys. Commun., 2006