Markos G. Tsipouras

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Alexandros T. TzallasAssistant 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
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
George RigasUniversity of IoanninaVerified email at cs.uoi.gr
Loukas G. AstrakasAssist. Professor, Medical Physics, University of IoanninaVerified email at uoi.gr
Katerina D. TzimourtaPostDoctoral Researcher, Dept. of Electrical & Computer Eng., University of Western MacedoniaVerified email at uowm.gr
Roberta Forlano, MD, PhDClinical research fellow, Imperial college LondonVerified email at imperial.ac.uk
Costas PapaloukasUniversity of IoanninaVerified email at uoi.gr
Katerina K. NakaAssociate Professor of Cardiology, 2nd Department of Cardiology, Faculty of Medicine, School ofVerified email at uoi.gr
Lampros Michalisprofessor of cardiology, university of ioanninaVerified email at uoi.gr
Mark ThurszProfessor of Hepatology, Imperial CollegeVerified email at imperial.ac.uk
Evanthia E. TripolitiUniversity of IoanninaVerified email at cs.uoi.gr
Alexandros ArjmandUniversity of IoanninaVerified email at uoi.gr
Maria Chondrogiorgi, MD, PhDUniversity of Ioannina, GreeceVerified email at cc.uoi.gr
Matteo PastorinoResearcher of Universidad Politecnica de MadridVerified email at lst.tfo.upm.es
Jorge CancelaVerified email at roche.com

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	748	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	488	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	285	2005
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	225	2008
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	213	2012
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	196	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	174	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	152	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	148	2004
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	147	2007
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	112	2007
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	106	2007
Arrhythmia classification using the RR-interval duration signal MG Tsipouras, DI Fotiadis, D Sideris Computers in Cardiology, 485-488, 2002	105	2002
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	97	2014
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	92	2012
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	71	2007
Spectral information of EEG signals with respect to epilepsy classification MG Tsipouras EURASIP Journal on Advances in Signal Processing 2019 (1), 1-17, 2019	67	2019
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	65	2008
Epileptic seizures classification based on long-term EEG signal wavelet analysis KD Tzimourta, AT Tzallas, N Giannakeas, LG Astrakas, DG Tsalikakis, ... International Conference on Biomedical and Health Informatics, 165-169, 2017	62	2017
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	51	2020

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