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 | 889 | 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 | 567 | 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 | 317 | 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 | 267 | 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 | 259 | 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 | 245 | 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 | 228 | 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 | 185 | 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 | 179 | 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 | 173 | 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 | 132 | 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 | 128 | 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 | 119 | 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 | 113 | 2020 |
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 | 113 | 2007 |
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 | 111 | 2019 |
Arrhythmia classification using the RR-interval duration signal MG Tsipouras, DI Fotiadis, D Sideris Computers in cardiology, 485-488, 2002 | 108 | 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 | 87 | 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 | 76 | 2021 |