| Alzheimer’s disease and frontotemporal dementia: A robust classification method of EEG signals and a comparison of validation methods A Miltiadous, KD Tzimourta, N Giannakeas, MG Tsipouras, T Afrantou, ... Diagnostics 11 (8), 1437, 2021 | 112 | 2021 |
| A dataset of scalp EEG recordings of Alzheimer’s disease, frontotemporal dementia and healthy subjects from routine EEG A Miltiadous, KD Tzimourta, T Afrantou, P Ioannidis, N Grigoriadis, ... Data 8 (6), 95, 2023 | 66 | 2023 |
| DICE-net: a novel convolution-transformer architecture for Alzheimer detection in EEG signals A Miltiadous, E Gionanidis, KD Tzimourta, N Giannakeas, AT Tzallas IEEE Access, 2023 | 59 | 2023 |
| A dataset of EEG recordings from: Alzheimer's disease, Frontotemporal dementia and Healthy subjects A Miltiadous, KD Tzimourta, T Afrantou, P Ioannidis, N Grigoriadis, ... OpenNeuro 1, 88, 2023 | 35 | 2023 |
| Classification of EEG signals from young adults with dyslexia combining a Brain Computer Interface device and an Interactive Linguistic Software Tool P Christodoulides, A Miltiadous, KD Tzimourta, D Peschos, G Ntritsos, ... Biomedical Signal Processing and Control 76, 103646, 2022 | 34 | 2022 |
| Assessing electroencephalography as a stress indicator: a VR high-altitude scenario monitored through EEG and ECG V Aspiotis, A Miltiadous, K Kalafatakis, KD Tzimourta, N Giannakeas, ... Sensors 22 (15), 5792, 2022 | 30 | 2022 |
| Machine learning algorithms for epilepsy detection based on published EEG databases: A systematic review A Miltiadous, KD Tzimourta, N Giannakeas, MG Tsipouras, E Glavas, ... IEEE Access 11, 564-594, 2022 | 25 | 2022 |
| Evaluating the window size’s role in automatic EEG epilepsy detection V Christou, A Miltiadous, I Tsoulos, E Karvounis, KD Tzimourta, ... Sensors 22 (23), 9233, 2022 | 19 | 2022 |
| Enhanced Alzheimer's disease and Frontotemporal Dementia EEG Detection: Combining lightGBM Gradient Boosting with Complexity Features A Miltiadous, KD Tzimourta, V Aspiotis, T Afrantou, MG Tsipouras, ... 2023 IEEE 36th International Symposium on Computer-Based Medical Systems …, 2023 | 6 | 2023 |
| A dataset of scalp EEG recordings of Alzheimer disease, frontotemporal dementia and healthy subjects from routine EEG. Data A Miltiadous, KD Tzimourta, T Afrantou, P Ioannidis, N Grigoriadis, ... | 6 | 2023 |
| An Ensemble Method for EEG-based Texture Discrimination during Open Eyes Active Touch A Miltiadous, V Aspiotis, D Peschos, KD Tzimourta, N Giannakeas, ... Engineering, Technology & Applied Science Research 14 (1), 12676-12687, 2024 | 4 | 2024 |
| An experimental protocol for exploration of stress in an immersive VR scenario with EEG A Miltiadous, V Aspiotis, K Sakkas, N Giannakeas, E Glavas, AT Tzallas 2022 7th South-East Europe Design Automation, Computer Engineering, Computer …, 2022 | 4 | 2022 |
| Beta-to-Theta Entropy Ratio of EEG in Aging, Frontotemporal Dementia, and Alzheimer's Dementia A Zandbagleh, A Miltiadous, S Sanei, H Azami The American Journal of Geriatric Psychiatry 32 (11), 1361-1382, 2024 | 3 | 2024 |
| A Novel CNN-Based Framework for Alzheimer’s Disease Detection Using EEG Spectrogram Representations K Stefanou, KD Tzimourta, C Bellos, G Stergios, K Markoglou, ... Journal of Personalized Medicine 15 (1), 27, 2025 | | 2025 |
| Towards robust EEG-based human-computer interaction applications: exploring machine learning methods in cognitive states and neurological disorders A Miltiadous Πανεπιστήμιο Ιωαννίνων. Σχολή Πληροφορικής και Τηλεπικοινωνιών. Τμήμα …, 2024 | | 2024 |
Katerina D. TzimourtaPostDoctoral Researcher, Dept. of Electrical & Computer Eng., University of Western MacedoniaΗ διεύθυνση ηλεκτρονικού ταχυδρομείου έχει επαληθευτεί στον τομέα uowm.gr
