Evanthia E. Tripoliti - Publications

Heart Failure Diagnosis and Severity Estimation enhanced by Generative Adversarial Network.

Journal: Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference

Published: December 03, 2025

Bayesian Optimization in Restricted Boltzmann Machines for Heart Failure severity estimation.

Journal: Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference

Published: March 05, 2025

The Potential Role of Salivary NT-proBNP in Heart Failure.

Journal: Life (Basel, Switzerland)

Published: August 07, 2023

eSEE-d: Emotional State Estimation Based on Eye-Tracking Dataset.

Journal: Brain sciences

Published: March 01, 2023

A User-Centric approach for Personalization based on Human Activity Recognition.

Journal: Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference

Published: September 10, 2022

Multiple Sclerosis Severity Estimation and Progression Prediction Based on Machine Learning Techniques.

Journal: Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference

Published: September 10, 2022

White Matter Lesion Segmentation for Multiple Sclerosis Patients implementing deep learning.

Journal: Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference

Published: September 10, 2022

Segmentation and volume quantification of MR Images for the detection and monitoring multiple sclerosis progression.

Journal: Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference

Published: September 10, 2022

COLET: A dataset for COgnitive workLoad estimation based on eye-tracking.

Journal: Computer methods and programs in biomedicine

Published: April 14, 2022

Real Time Human Activity Recognition Using Acceleration and First-Person Camera data.

Journal: Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference

Published: December 11, 2021

Heart Failure diagnosis based on deep learning techniques.

Journal: Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference

Published: December 11, 2021

A Machine Learning Approach for Chronic Heart Failure Diagnosis.

Journal: Diagnostics (Basel, Switzerland)

Published: August 25, 2021