| A long short-term memory deep learning network for the prediction of epileptic seizures using EEG signals ΚΜ Tsiouris, VC Pezoulas, M Zervakis, S Konitsiotis, DD Koutsouris, ... Computers in biology and medicine 99, 24-37, 2018 | 584 | 2018 |
| PD_Manager: an mHealth platform for Parkinson's disease patient management KM Tsiouris, D Gatsios, G Rigas, D Miljkovic, B Koroušić Seljak, ... Healthcare technology letters 4 (3), 102-108, 2017 | 78 | 2017 |
| Designing interoperable telehealth platforms: bridging IoT devices with cloud infrastructures KM Tsiouris, D Gatsios, V Tsakanikas, AA Pardalis, I Kouris, T Androutsou, ... Enterprise Information Systems 14 (8), 1194-1218, 2020 | 44 | 2020 |
| Discrimination of preictal and interictal brain states from long-term EEG data KM Tsiouris, VC Pezoulas, DD Koutsouris, M Zervakis, DI Fotiadis 2017 IEEE 30th international symposium on computer-based medical systems …, 2017 | 40 | 2017 |
| A robust unsupervised epileptic seizure detection methodology to accelerate large EEG database evaluation ΚΜ Tsiouris, S Markoula, S Konitsiotis, DD Koutsouris, DI Fotiadis Biomedical Signal Processing and Control 40, 275-285, 2018 | 36 | 2018 |
| A review of virtual coaching systems in healthcare: closing the loop with real-time feedback KM Tsiouris, VD Tsakanikas, D Gatsios, DI Fotiadis Frontiers in Digital Health 2, 567502, 2020 | 32 | 2020 |
| Prognostic factors of rapid symptoms progression in patients with newly diagnosed Parkinson’s disease KM Tsiouris, S Konitsiotis, DD Koutsouris, DI Fotiadis Artificial intelligence in medicine 103, 101807, 2020 | 30 | 2020 |
| A decision support system for Parkinson disease management: expert models for suggesting medication change M Bohanec, D Miljković, A Valmarska, B Mileva Boshkoska, E Gasparoli, ... Journal of Decision Systems 27 (sup1), 164-172, 2018 | 21 | 2018 |
| Decision support for medication change of Parkinson's disease patients BM Boshkoska, D Miljković, A Valmarska, D Gatsios, G Rigas, ... Computer Methods and Programs in Biomedicine 196, 105552, 2020 | 15 | 2020 |
| Predicting rapid progression of Parkinson's disease at baseline patients evaluation KM Tsiouris, G Rigas, D Gatsios, A Antonini, S Konitsiotis, DD Koutsouris, ... 2017 39th Annual International Conference of the IEEE Engineering in …, 2017 | 14 | 2017 |
| A review of automated methodologies for the detection of epileptic episodes using long-term EEG signals KM Tsiouris, AT Tzallas, S Markoula, D Koutsouris, S Konitsiotis, ... Handbook of research on trends in the diagnosis and treatment of chronic …, 2016 | 14 | 2016 |
| Unsupervised detection of epileptic seizures from EEG signals: A channel-specific analysis of long-term recordings KM Tsiouris, S Konitsiotis, S Markoula, G Rigas, DD Koutsouris, ... 2018 IEEE EMBS International Conference on Biomedical & Health Informatics …, 2018 | 12 | 2018 |
| Unsupervised seizure detection based on rhythmical activity and spike detection in EEG signals KM Tsiouris, S Konitsiotis, DD Koutsouris, DI Fotiadis 2019 IEEE EMBS International Conference on Biomedical & Health Informatics …, 2019 | 11 | 2019 |
| ALZCARE: An information system for screening, management and tracking of demented patients V Protopappas, K Tsiouris, M Chondrogiorgi, C Tsironis, S Konitsiotis, ... 2016 38th Annual International Conference of the IEEE Engineering in …, 2016 | 11 | 2016 |
| Automatic absence seizures detection in EEG signals: an unsupervised module KM Tsiouris, S Konitsiotis, D Gatsios, DD Koutsouris, DI Fotiadis 2020 42nd Annual International Conference of the IEEE Engineering in …, 2020 | 9 | 2020 |
| An unsupervised methodology for the detection of epileptic seizures in long-term EEG signals KM Tsiouris, S Konitsiotis, S Markoula, DD Koutsouris, AI Sakellarios, ... 2015 IEEE 15th International Conference on Bioinformatics and Bioengineering …, 2015 | 9 | 2015 |
| Evaluating parameters of the TUG test based on data from IMU and UWB sensors A Ntanis, N Kostikis, I Tsimperis, K Tsiouris, G Rigas, D Fotiadis 2022 18th International Conference on Wireless and Mobile Computing …, 2022 | 7 | 2022 |
| Mining motor symptoms UPDRS data of Parkinson's disease patients for the development of Hoehn and Yahr estimation decision support system KM Tsiouris, G Rigas, A Antonini, D Gatsios, S Konitsiotis, DD Koutsouris, ... 2017 IEEE EMBS International conference on biomedical & health informatics …, 2017 | 7 | 2017 |
| A risk stratification model for early cognitive impairment after diagnosis of parkinson’s disease KM Tsiouris, S Konitsiotis, DD Koutsouris, DI Fotiadis XV Mediterranean Conference on Medical and Biological Engineering and …, 2020 | 6 | 2020 |
| Hardware primitives for the synthesis of multithreaded elastic systems G Dimitrakopoulos, I Seitanidis, A Psarras, K Tsiouris, PM Mattheakis, ... 2014 Design, Automation & Test in Europe Conference & Exhibition (DATE), 1-4, 2014 | 6 | 2014 |
