| 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 | 47 | 2017 |
| An automated method for gridding and clustering-based segmentation of cDNA microarray images N Giannakeas, DI Fotiadis Computerized Medical Imaging and Graphics 33 (1), 40-49, 2009 | 44 | 2009 |
| 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 (2), 135-142, 2019 | 31 | 2019 |
| Segmentation of microarray images using pixel classification—Comparison with clustering-based methods N Giannakeas, PS Karvelis, TP Exarchos, FG Kalatzis, DI Fotiadis Computers in biology and medicine 43 (6), 705-716, 2013 | 26 | 2013 |
| Wavelet based classification of epileptic seizures in EEG signals KD Tzimourta, LG Astrakas, MG Tsipouras, N Giannakeas, AT Tzallas, ... 2017 IEEE 30th International Symposium on Computer-Based Medical Systems …, 2017 | 22 | 2017 |
| A classification-based segmentation of cDNA microarray images using support vector machines N Giannakeas, PS Karvelis, DI Fotiadis 2008 30th Annual International Conference of the IEEE Engineering in …, 2008 | 21 | 2008 |
| A methodology for automated CPA extraction using liver biopsy image analysis and machine learning techniques MG Tsipouras, N Giannakeas, AT Tzallas, ZE Tsianou, P Manousou, ... computer Methods and Programs in Biomedicine 140, 61-68, 2017 | 19 | 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 | 18 | 2020 |
| Derivation and validation of a cardiovascular risk score for prediction of major acute cardiovascular events in non‐alcoholic fatty liver disease; the importance of an elevated … RD Abeles, BH Mullish, R Forlano, T Kimhofer, M Adler, A Tzallas, ... Alimentary pharmacology & therapeutics 49 (8), 1077-1085, 2019 | 18 | 2019 |
| EEG-based automatic sleep stage classification KD Tzimourta, A Tsilimbaris, K Tzioukalia, AT Tzallas, MG Tsipouras, ... Biomed J 1, 6, 2018 | 17 | 2018 |
| A clustering based method for collagen proportional area extraction in liver biopsy images N Giannakeas, MG Tsipouras, AT Tzallas, K Kyriakidi, ZE Tsianou, ... 2015 37th Annual International Conference of the IEEE Engineering in …, 2015 | 16 | 2015 |
| Eeg classification and short-term epilepsy prognosis using brain computer interface software AT Tzallas, N Giannakeas, KN Zoulis, MG Tsipouras, E Glavas, ... 2017 IEEE 30th International Symposium on Computer-Based Medical Systems …, 2017 | 15 | 2017 |
| Spot addressing for microarray images structured in hexagonal grids N Giannakeas, F Kalatzis, MG Tsipouras, DI Fotiadis Computer methods and programs in biomedicine 106 (1), 1-13, 2012 | 15 | 2012 |
| EEG window length evaluation for the detection of Alzheimer’s disease over different brain regions KD Tzimourta, N Giannakeas, AT Tzallas, LG Astrakas, T Afrantou, ... Brain sciences 9 (4), 81, 2019 | 14 | 2019 |
| A low-cost indoor activity monitoring system for detecting frailty in older adults T Tegou, I Kalamaras, M Tsipouras, N Giannakeas, K Votis, D Tzovaras Sensors 19 (3), 452, 2019 | 14 | 2019 |
| An automated method for gridding in microarray images N Giannakeas, DI Fotiadis, AS Politou 2006 International Conference of the IEEE Engineering in Medicine and …, 2006 | 14 | 2006 |
| Analysis of electroencephalographic signals complexity regarding Alzheimer's Disease KD Tzimourta, T Afrantou, P Ioannidis, M Karatzikou, AT Tzallas, ... Computers & Electrical Engineering 76, 198-212, 2019 | 13 | 2019 |
| Hybrid extreme learning machine approach for heterogeneous neural networks V Christou, MG Tsipouras, N Giannakeas, AT Tzallas, G Brown Neurocomputing 361, 137-150, 2019 | 12 | 2019 |
| Image processing and machine learning techniques for the segmentation of cDNA microarray images N Giannakeas, DI Fotiadis Machine Learning: Concepts, Methodologies, Tools and Applications, 817-829, 2012 | 12 | 2012 |
| Multichannel segmentation of cDNA microarray images using the Bayes classifier N Giannakeas, DI Fotiadis 2007 29th Annual International Conference of the IEEE Engineering in …, 2007 | 12 | 2007 |
Markos G. TsipourasUniversity of Western Macedonia, Department of Electrical & Computer EngineeringVerified email at uowm.gr
