Markos G. Tsipouras

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Alexandros T. TzallasAssociate Professor, Department of Informatics & Telecommunications, University of Ioannina, GreeceVerified email at uoi.gr
Nikos GiannakeasDepartment of Informatics and Telecommunications, University of Ioannina, GreeceVerified email at uoi.gr
Katerina D. TzimourtaPostDoctoral Researcher, Dept. of Electrical & Computer Eng., University of Western MacedoniaVerified email at uowm.gr
Evaggelos KarvounisAssociate Professor, Dept. of Informatics, Univ. of Western MacedoniaVerified email at uowm.gr
Pinelopi ManousouConsultant at Imperial College Healthcare NHS Trust and Hon Associate Professor at ILDH, UCLVerified email at IMPERIAL.AC.UK
Dimitrios G. TsalikakisAssistant Prof, Dep. of Electrical & Computer Engineering, University of Western Macedonia, GreeceVerified email at uowm.gr
Spiros KonitsiotisProfessor of Neurology, Faculty of Medicine, School of Health Sciences, University ofVerified email at uoi.gr
Themis ExarchosDept. of Informatics, Ionian UniversityVerified email at ionio.gr
Loukas G. AstrakasMedical Physics, University of IoanninaVerified email at uoi.gr
Roberta Forlano, MD, PhDClinical research fellow, Imperial college LondonVerified email at imperial.ac.uk
George RigasUniversity of IoanninaVerified email at cs.uoi.gr
Pantelis AngelidisUOWM-ECEVerified email at uowm.gr
Konstantinos KalafatakisAssistant Professor (UK Lecturer) in Medical NeurosciencesVerified email at qmul.ac.uk
Costas PapaloukasUniversity of IoanninaVerified email at uoi.gr
Lampros Michalisprofessor of cardiology, university of ioanninaVerified email at uoi.gr
Katerina K. NakaProfessor of Cardiology, 2nd Department of Cardiology, Faculty of Medicine, School of HealthVerified email at uoi.gr
Alexandros Bantaloukas-ArjmandUniversity of IoanninaVerified email at uoi.gr
Mark ThurszProfessor of Hepatology, Imperial CollegeVerified email at imperial.ac.uk
Evanthia E. TripolitiUniversity of Ioannina, Unit of Medical Technology and Intelligent Information SystemsVerified email at gni-hatzikosta.gr
Ioannis TsoulosProfessor, Department of Informatics and Telecommunications, University of IoanninaVerified email at uoi.gr

Markos G. Tsipouras

Professor, Dept. of Electrical & Computer Engineering, Univ. of Western Macedonia

Verified email at uowm.gr

Biomedical Signal Processing Medical Informatics EEG Analysis Health AI


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Epileptic seizure detection in EEGs using time–frequency analysis AT Tzallas, MG Tsipouras, DI Fotiadis IEEE transactions on information technology in biomedicine 13 (5), 703-710, 2009	910	2009
Automatic seizure detection based on time‐frequency analysis and artificial neural networks AT Tzallas, MG Tsipouras, DI Fotiadis Computational intelligence and neuroscience 2007 (1), 080510, 2007	574	2007
An arrhythmia classification system based on the RR-interval signal MG Tsipouras, DI Fotiadis, D Sideris Artificial intelligence in medicine 33 (3), 237-250, 2005	320	2005
Assessment of tremor activity in the Parkinson’s disease using a set of wearable sensors G Rigas, AT Tzallas, MG Tsipouras, P Bougia, EE Tripoliti, D Baga, ... IEEE Transactions on Information Technology in Biomedicine 16 (3), 478-487, 2012	274	2012
Automated epileptic seizure detection methods: a review study AT Tzallas, MG Tsipouras, DG Tsalikakis, EC Karvounis, L Astrakas, ... Epilepsy-histological, electroencephalographic and psychological aspects, 75-98, 2012	266	2012
Automated diagnosis of coronary artery disease based on data mining and fuzzy modeling MG Tsipouras, TP Exarchos, DI Fotiadis, AP Kotsia, KV Vakalis, KK Naka, ... IEEE Transactions on information technology in biomedicine 12 (4), 447-458, 2008	248	2008
Automatic detection of freezing of gait events in patients with Parkinson's disease EE Tripoliti, AT Tzallas, MG Tsipouras, G Rigas, P Bougia, M Leontiou, ... Computer methods and programs in biomedicine 110 (1), 12-26, 2013	234	2013
PERFORM: a system for monitoring, assessment and management of patients with Parkinson's disease AT Tzallas, MG Tsipouras, G Rigas, DG Tsalikakis, EC Karvounis, ... Sensors 14 (11), 21329-21357, 2014	192	2014
A methodology for the automated creation of fuzzy expert systems for ischaemic and arrhythmic beat classification based on a set of rules obtained by a decision tree TP Exarchos, MG Tsipouras, CP Exarchos, C Papaloukas, DI Fotiadis, ... Artificial Intelligence in medicine 40 (3), 187-200, 2007	181	2007
Automatic arrhythmia detection based on time and time–frequency analysis of heart rate variability MG Tsipouras, DI Fotiadis Computer methods and programs in biomedicine 74 (2), 95-108, 2004	174	2004
Spectral information of EEG signals with respect to epilepsy classification MG Tsipouras EURASIP Journal on Advances in Signal Processing 2019 (1), 1-17, 2019	137	2019
Wearability assessment of a wearable system for Parkinson's disease remote monitoring based on a body area network of sensors J Cancela, M Pastorino, AT Tzallas, MG Tsipouras, G Rigas, ... Sensors 14 (9), 17235-17255, 2014	130	2014
An automated methodology for fetal heart rate extraction from the abdominal electrocardiogram EC Karvounis, MG Tsipouras, DI Fotiadis, KK Naka IEEE Transactions on Information technology in Biomedicine 11 (6), 628-638, 2007	125	2007
An automated methodology for levodopa-induced dyskinesia: assessment based on gyroscope and accelerometer signals MG Tsipouras, AT Tzallas, G Rigas, S Tsouli, DI Fotiadis, S Konitsiotis Artificial intelligence in medicine 55 (2), 127-135, 2012	121	2012
High-throughput, machine learning–based quantification of steatosis, inflammation, ballooning, and fibrosis in biopsies from patients with nonalcoholic fatty liver disease R Forlano, BH Mullish, N Giannakeas, JB Maurice, N Angkathunyakul, ... Clinical Gastroenterology and Hepatology 18 (9), 2081-2090. e9, 2020	120	2020
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	115	2019
A framework for fuzzy expert system creation—application to cardiovascular diseases MG Tsipouras, C Voglis, DI Fotiadis IEEE Transactions on Biomedical Engineering 54 (11), 2089-2105, 2007	114	2007
Arrhythmia classification using the RR-interval duration signal MG Tsipouras, DI Fotiadis, D Sideris Computers in cardiology, 485-488, 2002	109	2002
The use of time-frequency distributions for epileptic seizure detection in EEG recordings AT Tzallas, MG Tsipouras, DI Fotiadis 2007 29th Annual International Conference of the IEEE Engineering in …, 2007	88	2007
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	85	2021

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