| Heartbeat time series classification with support vector machines A Kampouraki, G Manis, C Nikou IEEE transactions on information technology in biomedicine 13 (4), 512-518, 2008 | 365 | 2008 |
| Bubble entropy: An entropy almost free of parameters G Manis, MD Aktaruzzaman, R Sassi IEEE Transactions on Biomedical Engineering 64 (11), 2711-2718, 2017 | 146 | 2017 |
| A six stage approach for the diagnosis of the Alzheimer’s disease based on fMRI data EE Tripoliti, DI Fotiadis, M Argyropoulou, G Manis Journal of biomedical informatics 43 (2), 307-320, 2010 | 88 | 2010 |
| Fast computation of approximate entropy G Manis Computer methods and programs in biomedicine 91 (1), 48-54, 2008 | 66 | 2008 |
| Low computational cost for sample entropy G Manis, M Aktaruzzaman, R Sassi Entropy 20 (1), 61, 2018 | 60 | 2018 |
| Automated diagnosis of diseases based on classification: dynamic determination of the number of trees in random forests algorithm EE Tripoliti, DI Fotiadis, G Manis IEEE transactions on information technology in biomedicine 16 (4), 615-622, 2011 | 55 | 2011 |
| Experimental analysis of heart rate variability of long-recording electrocardiograms in normal subjects and patients with coronary artery disease and normal left ventricular … S Nikolopoulos, A Alexandridi, S Nikolakeas, G Manis Journal of biomedical informatics 36 (3), 202-217, 2003 | 50 | 2003 |
| Arrhythmic sudden cardiac death: substrate, mechanisms and current risk stratification strategies for the post-myocardial infarction patient P Arsenos, K Gatzoulis, P Dilaveris, G Manis, D Tsiachris, S Archontakis, ... Hellenic J Cardiol 54 (4), 301-315, 2013 | 48 | 2013 |
| Hardware implementation of Pan & Tompkins QRS detection algorithm C Pavlatos, A Dimopoulos, G Manis, G Papakonstantinou | 45 | 2003 |
| Modifications of the construction and voting mechanisms of the random forests algorithm EE Tripoliti, DI Fotiadis, G Manis Data & Knowledge Engineering 87, 41-65, 2013 | 43 | 2013 |
| Time dependent fuzzy cognitive maps for medical diagnosis E Bourgani, CD Stylios, G Manis, VC Georgopoulos Artificial Intelligence: Methods and Applications: 8th Hellenic Conference …, 2014 | 36 | 2014 |
| Deceleration capacity of heart rate predicts arrhythmic and total mortality in heart failure patients P Arsenos, G Manis, KA Gatzoulis, P Dilaveris, T Gialernios, A Angelis, ... Annals of Noninvasive Electrocardiology 21 (5), 508-518, 2016 | 28 | 2016 |
| Decreased scale-specific heart rate variability after multiresolution wavelet analysis predicts sudden cardiac death in heart failure patients P Arsenos, K Gatzoulis, G Manis, T Gialernios, P Dilaveris, D Tsiachris, ... International journal of cardiology 154 (3), 358-360, 2012 | 26 | 2012 |
| A study on fuzzy cognitive map structures for medical decision support systems E Bourgani, C Stylios, V Georgopoulos, G Manis 8th conference of the European Society for Fuzzy Logic and Technology …, 2013 | 24 | 2013 |
| Dynamic construction of Random Forests: Evaluation using biomedical engineering problems EE Tripoliti, DI Fotiadis, G Manis Proceedings of the 10th IEEE International Conference on Information …, 2010 | 24 | 2010 |
| Assessment of the classification capability of prediction and approximation methods for HRV analysis G Manis, S Nikolopoulos, A Alexandridi, C Davos Computers in biology and medicine 37 (5), 642-654, 2007 | 24 | 2007 |
| Risk stratification for arrhythmic sudden cardiac death in heart failure patients using machine learning techniques G Manis, S Nikolopoulos, P Arsenos, K Gatzoulis, P Dilaveris, ... Computing in Cardiology 2013, 141-144, 2013 | 23 | 2013 |
| Deceleration Capacity of heart rate: Two new methods of computation P Arsenos, G Manis Biomedical Signal Processing and Control 14, 158-163, 2014 | 19 | 2014 |
| Robustness of support vector machine-based classification of heart rate signals A Kampouraki, C Nikou, G Manis 2006 International Conference of the IEEE Engineering in Medicine and …, 2006 | 18 | 2006 |
| Block entropy analysis of heart rate variability signals K Karamanos, S Nikolopoulos, K Hizanidis, G Manis, A Alexandridi, ... International Journal of Bifurcation and Chaos 16 (07), 2093-2101, 2006 | 18 | 2006 |
