Automated segmentation and quantification of inflammatory tissue of the hand in rheumatoid arthritis patients using magnetic resonance imaging data. - Evanthia E. Tripoliti; Dimitrios I. Fotiadis; Maria Argyropoulou (Artif. Intell. Medicine, 2007)

A sparse variational Bayesian approach for fMRI data analysis. - Vangelis P. Oikonomou; Evanthia E. Tripoliti; Dimitrios I. Fotiadis (BIBE, 2008)

On Assessing Motor Disorders in Parkinson's Disease. - Markos G. Tsipouras; Alexandros T. Tzallas; Evanthia E. Tripoliti; Georgios Rigas 001; Panagiota Bougia; Dimitrios I. Fotiadis; Sofia Tsouli; Spiros Konitsiotis (MobiHealth, 2010)

A six stage approach for the diagnosis of the Alzheimer's disease based on fMRI data. - Evanthia E. Tripoliti; Dimitrios I. Fotiadis; Maria Argyropoulou; George Manis (J. Biomed. Informatics, 2010)

Bayesian methods for fMRI time-series analysis using a nonstationary model for the noise. - Vangelis P. Oikonomou; Evanthia E. Tripoliti; Dimitrios I. Fotiadis (IEEE Trans. Inf. Technol. Biomed., 2010)

A supervised method to assist the diagnosis and monitor progression of Alzheimer's disease using data from an fMRI experiment. - Evanthia E. Tripoliti; Dimitrios I. Fotiadis; Maria Argyropoulou (Artif. Intell. Medicine, 2011)

Assessment of Tremor Activity in the Parkinson's Disease Using a Set of Wearable Sensors. - George Rigas 001; Alexandros T. Tzallas; Markos G. Tsipouras; Panagiota Bougia; Evanthia E. Tripoliti; Dina Baga; Dimitrios I. Fotiadis; Sofia Tsouli; Spiros Konitsiotis (IEEE Trans. Inf. Technol. Biomed., 2012)

Automated Diagnosis of Diseases Based on Classification: Dynamic Determination of the Number of Trees in Random Forests Algorithm. - Evanthia E. Tripoliti; Dimitrios I. Fotiadis; George Manis (IEEE Trans. Inf. Technol. Biomed., 2012)

Αυτόματη ανάλυση λειτουργίας εγκεφάλου σε άτομα με τη νόσο Alzheimer βασισμένη στον αλγόριθμο τυχαίων δασών - Evanthia E. Tripoliti (2012)

Modeling stent deployment in realistic arterial segment geometries: The effect of the plaque composition. - Georgia S. Karanasiou; Antonios I. Sakellarios; Evanthia E. Tripoliti; Euripides G. M. Petrakis; Michalis E. Zervakis; Francesco Migliavacca; Gabriele Dubini; Elena Dordoni; Lampros K. Michalis; Dimitrios I. Fotiadis (BIBE, 2013)

Detection of occlusal caries based on digital image processing. - Georgia D. Koutsouri; Elias D. Berdouses; Evanthia E. Tripoliti; Constantine J. Oulis; Dimitrios I. Fotiadis (BIBE, 2013)

Application of decisional models to the health-economic assessment of new interactive clinical software. - Claudio Silvestro; Jonathan Michaels; Spiridoula Dimou; Evanthia E. Tripoliti; Euripides G. M. Petrakis (BIBE, 2013)

Crafting vascular medicine training scenarios: The RT3S authoring tool. - Evanthia E. Tripoliti; Ioannis G. Pappas; Euripides G. M. Petrakis; Josep Maria Sans (BIBE, 2013)

E-learning templates for peripheral vascular stenting. - Evanthia E. Tripoliti; Ioannis G. Pappas; Euripides G. M. Petrakis; Josep Maria Sans (Healthcom, 2013)

Automatic detection of freezing of gait events in patients with Parkinson's disease. - Evanthia E. Tripoliti; Alexandros T. Tzallas; Markos G. Tsipouras; George Rigas 001; Panagiota Bougia; Michael Leontiou; Spiros Konitsiotis; Maria Chondrogiorgi; Sofia Tsouli; Dimitrios I. Fotiadis (Comput. Methods Programs Biomed., 2013)

Modifications of the construction and voting mechanisms of the Random Forests Algorithm. - Evanthia E. Tripoliti; Dimitrios I. Fotiadis; George Manis (Data Knowl. Eng., 2013)

Occlusal caries detection using random walker algorithm: A graph approach. - Christos G. Bampis; Georgia D. Koutsouri; Elias D. Berdouses; Evanthia E. Tripoliti; Dimitra Iliopoulou; Dimitrios D. Koutsouris; Constantine J. Oulis; Dimitrios I. Fotiadis (EMBC, 2014)

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 computer-aided automated methodology for the detection and classification of occlusal caries from photographic color images. - Elias D. Berdouses; Georgia D. Koutsouri; Evanthia E. Tripoliti; George K. Matsopoulos; Constantine J. Oulis; Dimitrios I. Fotiadis (Comput. Biol. Medicine, 2015)

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)

ProMiSi Architecture - A Tool for the Estimation of the Progression of Multiple Sclerosis Disease using MRI. - Evanthia E. Tripoliti; Styliani Zelilidou; Kostas Vlahos; Spyridon Konitsiotis; Dimitrios I. Fotiadis (BIBE, 2019)

KardiaSoft Architecture - A Software Supporting Diagnosis and Therapy Monitoring of Heart Failure Patients Exploiting Saliva Biomarkers. - Evanthia E. Tripoliti; Penelope Ioannidou; Petros Toumpaniaris; Aris Bechlioulis; Aidonis Rammos; Joseph Gallagher; Pietro Salvo; Yorgos Goletsis; Katerina K. Naka; Abdelhamid Errachid; Dimitrios I. Fotiadis (EMBC, 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)

Exploring Artificial Intelligence methods for recognizing human activities in real time by exploiting inertial sensors. - Dimitrios G. Boucharas; Christos Androutsos; Nikolaos S. Tachos; Evanthia E. Tripoliti; Dimitrios Manousos; Vasileios Skaramagkas; Emmanouil Ktistakis; Manolis Tsiknakis; Dimitrios I. Fotiadis (BIBE, 2021)

Cognitive workload level estimation based on eye tracking: A machine learning approach. - Vasileios Skaramagkas; Emmanouil Ktistakis; Dimitris Manousos; Nikolaos S. Tachos; Eleni Kazantzaki; Evanthia E. Tripoliti; Dimitrios I. Fotiadis; Manolis Tsiknakis (BIBE, 2021)

A machine learning approach to predict emotional arousal and valence from gaze extracted features. - Vasileios Skaramagkas; Emmanouil Ktistakis; Dimitris Manousos; Nikolaos S. Tachos; Eleni Kazantzaki; Evanthia E. Tripoliti; Dimitrios I. Fotiadis; Manolis Tsiknakis (BIBE, 2021)

Clustering based Segmentation of MR Images for the Delineation and Monitoring of Multiple Sclerosis Progression. - Styliani P. Zelilidou; Evanthia E. Tripoliti; Kostas I. Vlachos; Spyridon Konitsiotis; Dimitrios I. Fotiadis (BIBE, 2021)

Real Time Human Activity Recognition Using Acceleration and First-Person Camera data. - Christos Androutsos; Nikolaos S. Tachos; Evanthia E. Tripoliti; Ioannis Karatzanis; Dimitris Manousos; Manolis Tsiknakis; Dimitrios I. Fotiadis (EMBC, 2021)

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)

AI Methods for Personalized Suggestions on Smart Glasses Based on Human Activity Recognition. - Dimitrios G. Boucharas; Christos Androutsos; Nikolaos S. Tachos; Evanthia E. Tripoliti; Dimitrios Manousos; Vasileios Skaramagkas; Emmanouil Ktistakis; Kostas Marias; Manolis Tsiknakis; Dimitrios I. Fotiadis (BHI, 2022)

A User-Centric approach for Personalization based on Human Activity Recognition. - Dimitrios G. Boucharas; Christos Androutsos; Nikolaos S. Tachos; Evanthia E. Tripoliti; Dimitris Manousos; Peter Skov Jensen; Luis Castilln Torre; Manolis Tsiknakis; Dimitios I. Fotiadis (EMBC, 2022)

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)

Multiple Sclerosis Severity Estimation and Progression Prediction Based on Machine Learning Techniques. - Daphni Plati; Evanthia E. Tripoliti; Styliani Zelilidou; Kostas I. Vlachos; Spyridon Konitsiotis; Dimitrios I. Fotiadis (EMBC, 2022)

Segmentation and volume quantification of MR Images for the detection and monitoring multiple sclerosis progression. - Styliani P. Zelilidou; Evanthia E. Tripoliti; Kostas I. Vlachos; Spyridon Konitsiotis; Dimitrios I. Fotiadis (EMBC, 2022)

COLET: A dataset for COgnitive workLoad estimation based on eye-tracking. - Emmanouil Ktistakis; Vasileios Skaramagkas; Dimitris Manousos; Nikolaos S. Tachos; Evanthia E. Tripoliti; Dimitrios I. Fotiadis; Manolis Tsiknakis (Comput. Methods Programs Biomed., 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)