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)

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)

Heart Failure diagnosis based on deep learning techniques. - Theofilos G. Papadopoulos; Daphni Plati; Evanthia E. Tripoliti; Yorgos Goletsis; Katerina K. Naka; Aidonis Rammos; Aris Bechlioulis; Chris Watson; Kenneth McDonald; Mark Ledwidge; Rebabonye Pharithi; Joseph Gallagher; et al. (EMBC, 2021)

White Matter Lesion Segmentation for Multiple Sclerosis Patients implementing deep learning. - Theofilos G. Papadopoulos; Evanthia E. Tripoliti; Daphni Plati; Styliani Zelilidou; Kostas Vlachos; Spiros Konitsiotis; Dimitrios I. Fotiadis (EMBC, 2022)

Bayesian Optimization in Restricted Boltzmann Machines for Heart Failure severity estimation. - Theofilos G. Papadopoulos; Evanthia E. Tripoliti; Yorgos Goletsis; Aris Bechlioulis; Katerina K. Naka; Dimitrios I. Fotiadis (EMBC, 2024)