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

por Skaramagkas, Vasileios, Boura, Iro, Spanaki, Cleanthi, Michou, Emilia, Karamanis, Georgios, Kefalopoulou, Zinovia, Tsiknakis, Manolis
Publicado 2023

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

por Skaramagkas, Vasileios, Ktistakis, Emmanouil, Manousos, Dimitris, Kazantzaki, Eleni, Tachos, Nikolaos S., Tripoliti, Evanthia, Fotiadis, Dimitrios I., Tsiknakis, Manolis
Publicado 2023

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

por Chatzaki, Chariklia, Skaramagkas, Vasileios, Tachos, Nikolaos, Christodoulakis, Georgios, Maniadi, Evangelia, Kefalopoulou, Zinovia, Fotiadis, Dimitrios I., Tsiknakis, Manolis
Publicado 2021

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

por Chatzaki, Chariklia, Skaramagkas, Vasileios, Kefalopoulou, Zinovia, Tachos, Nikolaos, Kostikis, Nicholas, Kanellos, Foivos, Triantafyllou, Eleftherios, Chroni, Elisabeth, Fotiadis, Dimitrios I., Tsiknakis, Manolis
Publicado 2022

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

por Tsakanikas, Vassilis, Ntanis, Adamantios, Rigas, George, Androutsos, Christos, Boucharas, Dimitrios, Tachos, Nikolaos, Skaramagkas, Vasileios, Chatzaki, Chariklia, Kefalopoulou, Zinovia, Tsiknakis, Manolis, Fotiadis, Dimitrios
Publicado 2023