An Experimental Investigation of Essential Hand Tremor Suppression via a Soft Exoskeletal Glove. - Vasileios Skaramagkas; George Andrikopoulos; Stamatis Manesis (ECC, 2020)

Towards Differential Diagnosis of Essential and Parkinson's Tremor via Machine Learning. - Vasileios Skaramagkas; George Andrikopoulos; Zinovia Kefalopoulou; Panagiotis Polychronopoulos (MED, 2020)

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)

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 (EMBC, 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)

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)

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)

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; et al. (CoRR, 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)

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 (BIBM, 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 (EMBC, 2023)

Evaluating Gait Impairment in Parkinson's Disease from Instrumented Insole and IMU Sensor Data. - Vassilis D. Tsakanikas; Adamantios Ntanis; George Rigas 001; Christos Androutsos; Dimitrios G. Boucharas; Nikolaos S. Tachos; Vasileios Skaramagkas; Chariklia Chatzaki; Zinovia Kefalopoulou; Manolis Tsiknakis; Dimitrios I. Fotiadis (Sensors, 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, 2023)

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)

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, 2025)