| A robust methodology for classification of epileptic seizures in EEG signals KD Tzimourta, AT Tzallas, N Giannakeas, LG Astrakas, DG Tsalikakis, ... Health and Technology 9, 135-142, 2019 | 120 | 2019 |
| 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 | 114 | 2021 |
| EEG window length evaluation for the detection of Alzheimer’s disease over different brain regions KD Tzimourta, N Giannakeas, AT Tzallas, LG Astrakas, T Afrantou, ... Brain sciences 9 (4), 81, 2019 | 74 | 2019 |
| EEG-based automatic sleep stage classification KD Tzimourta, A Tsilimbaris, K Tzioukalia, AT Tzallas, MG Tsipouras, ... Biomed J 1 (6), 2018 | 73 | 2018 |
| Epileptic seizures classification based on long-term EEG signal wavelet analysis KD Tzimourta, AT Tzallas, N Giannakeas, LG Astrakas, DG Tsalikakis, ... Precision Medicine Powered by pHealth and Connected Health: ICBHI 2017 …, 2018 | 70 | 2018 |
| 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 | 69 | 2023 |
| EEG-based eye movement recognition using brain–computer interface and random forests E Antoniou, P Bozios, V Christou, KD Tzimourta, K Kalafatakis, ... Sensors 21 (7), 2339, 2021 | 66 | 2021 |
| Analysis of electroencephalographic signals complexity regarding Alzheimer's Disease KD Tzimourta, T Afrantou, P Ioannidis, M Karatzikou, AT Tzallas, ... Computers & Electrical Engineering 76, 198-212, 2019 | 63 | 2019 |
| 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 | 61 | 2023 |
| Machine Learning Algorithms and Statistical Approaches for Alzheimer's Disease Analysis based on resting-state EEG Recordings: A Systematic Review KD Tzimourta, V Christou, AT Tzallas, N Giannakeas, LG Astrakas, ... International Journal of Neural Systems, 2020 | 60 | 2020 |
| Wavelet based classification of epileptic seizures in EEG signals KD Tzimourta, LG Astrakas, MG Tsipouras, N Giannakeas, AT Tzallas, ... 2017 IEEE 30th International Symposium on Computer-Based Medical Systems …, 2017 | 38 | 2017 |
| 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 | 34 | 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 |
| EEG classification and short-term epilepsy prognosis using brain computer interface software AT Tzallas, N Giannakeas, KN Zoulis, MG Tsipouras, E Glavas, ... 2017 IEEE 30th International Symposium on Computer-Based Medical Systems …, 2017 | 28 | 2017 |
| 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 |
| Evaluation of window size in classification of epileptic short-term EEG signals using a Brain Computer Interface software KD Tzimourta, LG Astrakas, AM Gianni, AT Tzallas, N Giannakeas, ... Engineering, Technology & Applied Science Research 8 (4), 3093-3097, 2018 | 23 | 2018 |
| 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 |
| Direct assessment of alcohol consumption in mental state using brain computer interfaces and grammatical evolution KD Tzimourta, I Tsoulos, T Bilero, AT Tzallas, MG Tsipouras, ... Inventions 3 (3), 51, 2018 | 17 | 2018 |
| Motor imagery approach for BCI game development G Prapas, K Glavas, AT Tzallas, KD Tzimourta, N Giannakeas, ... 2022 7th South-East Europe Design Automation, Computer Engineering, Computer …, 2022 | 16 | 2022 |
Nikos GiannakeasDepartment of Informatics and Telecommunications, University of Ioannina, GreeceAdresse e-mail validée de uoi.gr
