Zinovia Kefalopoulou

According to our database, Zinovia Kefalopoulou authored at least 7 papers between 2020 and 2025.

Collaborative distances:

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

2025

A Deep Learning approach for Depressive Symptoms assessment in Parkinson's disease patients using facial videos.

Ioannis Kyprakis, Vasileios Skaramagkas, Iro Boura, Georgios Karamanis, Dimitrios I. Fotiadis, Zinovia Kefalopoulou, Cleanthe Spanaki, Manolis Tsiknakis

CoRR, May, 2025

Dual stream transformer for medication state classification in Parkinson's disease patients using facial videos.

Vasileios Skaramagkas, Iro Boura, Georgios Karamanis, Ioannis Kyprakis, Dimitrios I. Fotiadis, Zinovia Kefalopoulou, Cleanthe Spanaki, Manolis Tsiknakis

npj Digit. Medicine, 2025

2023

Detecting Minor Symptoms of Parkinson's Disease in the Wild Using Bi-LSTM with Attention Mechanism.

Vasileios Skaramagkas, Iro Boura, Cleanthi Spanaki, Emilia Michou, Georgios Karamanis, Zinovia Kefalopoulou, Manolis Tsiknakis

Sensors, September, 2023

Evaluating Gait Impairment in Parkinson's Disease from Instrumented Insole and IMU Sensor Data.

Vassilis D. Tsakanikas, Adamantios Ntanis, George Rigas, Christos Androutsos, Dimitrios G. Boucharas, Nikolaos S. Tachos, Vasileios Skaramagkas, Chariklia Chatzaki, Zinovia Kefalopoulou, Manolis Tsiknakis, Dimitrios I. Fotiadis

Sensors, 2023

2022

Can Gait Features Help in Differentiating Parkinson's Disease Medication States and Severity Levels? A Machine Learning Approach.

Chariklia Chatzaki, Vasileios Skaramagkas, Zinovia Kefalopoulou, Nikolaos S. Tachos, Nicholas Kostikis, Foivos Kanellos, Eleftherios Triantafyllou, Elisabeth Chroni, Dimitrios I. Fotiadis, Manolis Tsiknakis

Sensors, 2022

2021

The Smart-Insole Dataset: Gait Analysis Using Wearable Sensors with a Focus on Elderly and Parkinson's Patients.

Chariklia Chatzaki, Vasileios Skaramagkas, Nikolaos S. Tachos, Georgios Christodoulakis, Evangelia Maniadi, Zinovia Kefalopoulou, Dimitrios I. Fotiadis, Manolis Tsiknakis

Sensors, 2021

2020

Towards Differential Diagnosis of Essential and Parkinson's Tremor via Machine Learning.

Vasileios Skaramagkas, George Andrikopoulos, Zinovia Kefalopoulou, Panagiotis Polychronopoulos

Proceedings of the 28th Mediterranean Conference on Control and Automation, 2020