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
Evaggelos KarvounisPostdoctoral Research Associate (Information Technologies Institute, ITI)Verified email at uoi.gr
Pinelopi ManousouDrVerified email at IMPERIAL.AC.UK
Katerina D. TzimourtaPostDoctoral Researcher, Dept. of Electrical & Computer Eng., University of Western MacedoniaVerified 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
Dimitrios G. TsalikakisLecturer, Department of Electrical & Computer Engineering, University of Western Macedonia, GreeceVerified email at uowm.gr
Loukas G. AstrakasAssist. Professor, Medical Physics, University of IoanninaVerified email at uoi.gr
George RigasUniversity of IoanninaVerified email at cs.uoi.gr
Roberta Forlano, MD, PhDClinical research fellow, Imperial college LondonVerified email at imperial.ac.uk
Lampros Michalisprofessor of cardiology, university of ioanninaVerified email at uoi.gr
Costas PapaloukasUniversity 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
Mark ThurszProfessor of Hepatology, Imperial CollegeVerified email at imperial.ac.uk
Alexandros ArjmandUniversity of IoanninaVerified email at uoi.gr
Evanthia E. TripolitiUniversity of Ioannina, Unit of Medical Technology and Intelligent Information SystemsVerified email at gni-hatzikosta.gr
Konstantinos KalafatakisAssistant Professor (UK Lecturer) in Medical NeurosciencesVerified email at qmul.ac.uk
Pantelis AngelidisUOWM-ECEVerified email at uowm.gr
Ioannis TsoulosAssociate Professor, Department of Informatics and Telecommunications, University of IoanninaVerified email at uoi.gr

Markos G. Tsipouras

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

Verified email at uowm.gr

Biomedical Signal Processing Data Mining Medical Informatics Data modelling Computational Intelligence


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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	804	2009
Automatic seizure detection based on time-frequency analysis and artificial neural networks AT Tzallas, MG Tsipouras, DI Fotiadis Computational intelligence and neuroscience 2007, 2007	530	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	297	2005
Automated epileptic seizure detection methods: a review study AT Tzallas, MG Tsipouras, DG Tsalikakis, EC Karvounis, L Astrakas, ... Epilepsy–Histological, Electroencephalographic and Psychological Aspects …, 2012	231	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	227	2008
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	224	2012
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	198	2013
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	164	2007
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	162	2014
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	159	2004
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	117	2007
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	112	2014
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	110	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	106	2012
Arrhythmia classification using the RR-interval duration signal MG Tsipouras, DI Fotiadis, D Sideris Computers in Cardiology, 485-488, 2002	102	2002
Spectral information of EEG signals with respect to epilepsy classification MG Tsipouras EURASIP Journal on Advances in Signal Processing 2019 (1), 1-17, 2019	88	2019
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	80	2019
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	77	2020
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	76	2007
A two-stage methodology for sequence classification based on sequential pattern mining and optimization TP Exarchos, MG Tsipouras, C Papaloukas, DI Fotiadis Data & Knowledge Engineering 66 (3), 467-487, 2008	69	2008

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