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)

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 (BIBE, 2008)

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)

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)

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; et al. (BIBE, 2015)

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)

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 (BHI, 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; et al. (BIBE, 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; et al. (CBMS, 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; et al. (EMBC, 2017)

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 (BHI, 2018)

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)

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)

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 (EMBC, 2021)

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 (BHI, 2022)

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, 2024)