| Review of eye tracking metrics involved in emotional and cognitive processes V Skaramagkas, G Giannakakis, E Ktistakis, D Manousos, I Karatzanis, ... IEEE Reviews in Biomedical Engineering 16, 260-277, 2021 | 121 | 2021 |
| The Smart-Insole Dataset: Gait Analysis Using Wearable Sensors with a Focus on Elderly and Parkinson's Patients C Chatzaki, V Skaramagkas, N Tachos, G Christodoulakis, E Maniadi, ... Sensors 2021 21 (8), 2021 | 49 | 2021 |
| COLET: A dataset for COgnitive workLoad estimation based on eye-tracking E Ktistakis, V Skaramagkas, D Manousos, NS Tachos, E Tripoliti, ... Computer Methods and Programs in Biomedicine 224, 106989, 2022 | 17 | 2022 |
| An experimental investigation of essential hand tremor suppression via a soft exoskeletal glove V Skaramagkas, G Andrikopoulos, S Manesis 2020 European Control Conference (ECC), 889-894, 2020 | 15 | 2020 |
| A Study on the Essential and Parkinson’s Arm Tremor Classification V Skaramagkas, G Andrikopoulos, Z Kefalopoulou, P Polychronopoulos Signals 2021 2 (2), 201-224, 2021 | 12 | 2021 |
| Multi-modal Deep Learning Diagnosis of Parkinson's Disease - A Systematic Review MT Vasileios Skaramagkas, Anastasia Pentari, Zinovia Kefalopoulou IEEE Transactions on Neural Systems and Rehabilitation Engineering 31, 2399 …, 2023 | 10 | 2023 |
| Cognitive workload level estimation based on eye tracking: A machine learning approach V Skaramagkas, E Ktistakis, D Manousos, NS Tachos, E Kazantzaki, ... 2021 IEEE 21st International Conference on Bioinformatics and Bioengineering …, 2021 | 10 | 2021 |
| Can Gait Features Help in Differentiating Parkinson’s Disease Medication States and Severity Levels? A Machine Learning Approach C Chatzaki, V Skaramagkas, Z Kefalopoulou, N Tachos, N Kostikis, ... Sensors 2022 22 (24), 2022 | 8 | 2022 |
| Gait and balance patterns related to Free-Walking and TUG tests in Parkinson’s Disease based on plantar pressure data VD Tsakanikas, DG Dimopoulos, NS Tachos, C Chatzaki, V Skaramagkas, ... 2021 43rd Annual International Conference of the IEEE Engineering in …, 2021 | 7 | 2021 |
| Evaluating gait impairment in parkinson’s disease from instrumented insole and imu sensor data V Tsakanikas, A Ntanis, G Rigas, C Androutsos, D Boucharas, N Tachos, ... Sensors 23 (8), 3902, 2023 | 6 | 2023 |
| eSEE-d: Emotional state estimation based on eye-tracking dataset V Skaramagkas, E Ktistakis, D Manousos, E Kazantzaki, NS Tachos, ... Brain Sciences 13 (4), 589, 2023 | 5 | 2023 |
| A machine learning approach to predict emotional arousal and valence from gaze extracted features V Skaramagkas, E Ktistakis, D Manousos, NS Tachos, E Kazantzaki, ... 2021 IEEE 21st International Conference on Bioinformatics and Bioengineering …, 2021 | 5 | 2021 |
| Towards essential hand tremor suppression via pneumatic artificial muscles V Skaramagkas, G Andrikopoulos, S Manesis Actuators 10 (9), 206, 2021 | 5 | 2021 |
| Towards Differential Diagnosis of Essential and Parkinson's Tremor via Machine Learning V Skaramagkas, G Andrikopoulos, Z Kefalopoulou, P Polychronopoulos 2020 28th Mediterranean Conference on Control and Automation (MED), 782-787, 2020 | 5 | 2020 |
| Pressure Sensor Insole Gait Assessment for Parkinson's Disease patients: A pilot study Z Kefalopoulou, C Chatzaki, V Skaramagkas, E Chroni, N Tachos, ... Movement disorders 37, S193-S193, 2022 | 4 | 2022 |
| Smart insole: A gait analysis monitoring platform targeting Parkinson disease patients based on insoles D Boucharas, C Androutsos, G Gkois, V Tsakanikas, V Pezoulas, ... arXiv preprint arXiv:2212.00109, 2022 | 2 | 2022 |
| Using the recurrence plots as indicators for the recognition of Parkinson’s disease through phonemes assessment V Skaramagkas, A Pentari, DI Fotiadis, M Tsiknakis 45th Annual International Conference of the IEEE Engineering in Medicine …, 2023 | 1 | 2023 |
| AI Methods for Personalized Suggestions on Smart Glasses Based on Human Activity Recognition* DG Boucharas, C Androutsos, NS Tachos, EE Tripoliti, D Manousos, ... 2022 IEEE-EMBS International Conference on Biomedical and Health Informatics …, 2022 | 1 | 2022 |
| Exploring Artificial Intelligence methods for recognizing human activities in real time by exploiting inertial sensors D Boucharas, C Androutsos, NS Tachos, EE Tripolitit, D Manousos, ... 2021 IEEE 21st International Conference on Bioinformatics and Bioengineering …, 2021 | 1 | 2021 |
| Multi-channel CNN-based emotion recognition using recurrence plot representations of speech A Pentari, PK Iosifidis, G Kyprakis, C Tzermia, M Froudas, V Skaramagkas, ... 2023 IEEE International Conference on Bioinformatics and Biomedicine (BIBM …, 2024 | | 2024 |
Manolis TsiknakisDept. of Electrical & Computer Engineering, Hellenic Mediterranean University, GreeceVerified email at hmu.gr
