Vasileios Skaramagkas

According to our database, Vasileios Skaramagkas authored at least 15 papers between 2020 and 2023.

Collaborative distances:

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

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

Using the recurrence plots as indicators for the recognition of Parkinson's disease through phonemes assessment.

Vasileios Skaramagkas, Anastasia Pentari, Dimitrios I. Fotiadis, Manolis Tsiknakis

Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023

Multi-channel CNN-based emotion recognition using recurrence plot representations of speech.

Anastasia Pentari, Petros K. Iosifidis, Giannis Kyprakis, Chrysoula Tzermia, Michael Froudas, Vasileios Skaramagkas, Manolis Tsiknakis

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 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

Smart Insole: A Gait Analysis Monitoring Platform Targeting Parkinson Disease Patients Based on Insoles.

Dimitrios G. Boucharas, Christos Androutsos, George Gkois, Vassilis D. Tsakanikas, Vasileios C. Pezoulas, Dimitrios Manousos, Vasileios Skaramagkas, Chariklia Chatzaki, Stathis Kontogiannis, Christos C. Spandonidis, Alexandros K. Pantazis, Nikolaos S. Tachos, Manolis Tsiknakis, Dimitrios I. Fotiadis

CoRR, 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

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

Proceedings of the IEEE-EMBS International Conference on Biomedical and Health Informatics, 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

Gait and balance patterns related to Free-Walking and TUG tests in Parkinson's Disease based on plantar pressure data.

Vassilis D. Tsakanikas, Dimitrios Dimopoulos, Nikolaos S. Tachos, Chariklia Chatzaki, Vasileios Skaramagkas, Georgios Christodoulakis, Manolis Tsiknakis, Dimitrios I. Fotiadis

Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 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

Proceedings of the 21st IEEE International Conference on Bioinformatics and Bioengineering, 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

Proceedings of the 21st IEEE International Conference on Bioinformatics and Bioengineering, 2021

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

Proceedings of the 21st IEEE International Conference on Bioinformatics and Bioengineering, 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

An Experimental Investigation of Essential Hand Tremor Suppression via a Soft Exoskeletal Glove.

Vasileios Skaramagkas, George Andrikopoulos, Stamatis Manesis

Proceedings of the 18th European Control Conference, 2020