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Kostas M. Tsiouris
Kostas M. Tsiouris
PhD, Biomedical Engineering Laboratory, ECE, National Technical University of Athens
Verified email at biomed.ntua.gr
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Year
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
5322018
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
752017
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
412020
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
382017
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
322018
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
272020
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
262020
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
212018
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
152020
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
142016
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
122018
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
122017
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
112016
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
92015
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
82019
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
72020
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
72017
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
62014
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
52020
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
42022
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