| Nonuniform state-space reconstruction and coupling detection I Vlachos, D Kugiumtzis Physical Review E 82 (1), 016207, 2010 | 230 | 2010 |
| Scn2a deletion improves survival and brain–heart dynamics in the Kcna1-null mouse model of sudden unexpected death in epilepsy (SUDEP) V Mishra, BK Karumuri, NM Gautier, R Liu, TN Hutson, ... Human molecular genetics 26 (11), 2091-2103, 2017 | 59 | 2017 |
| Nearest neighbor estimate of conditional mutual information in feature selection A Tsimpiris, I Vlachos, D Kugiumtzis Expert Systems with Applications 39 (16), 12697-12708, 2012 | 47 | 2012 |
| Dynamical Regularity for Action Analysis. V Venkataraman, I Vlachos, PK Turaga BMVC 67, 1-12, 2015 | 45 | 2015 |
| The concept of effective inflow: application to interictal localization of the epileptogenic focus from iEEG I Vlachos, B Krishnan, DM Treiman, K Tsakalis, D Kugiumtzis, ... IEEE Transactions on Biomedical Engineering 64 (9), 2241-2252, 2016 | 44 | 2016 |
| Epileptic focus localization based on resting state interictal MEG recordings is feasible irrespective of the presence or absence of spikes B Krishnan, I Vlachos, ZI Wang, J Mosher, I Najm, R Burgess, L Iasemidis, ... Clinical Neurophysiology 126 (4), 667-674, 2015 | 38 | 2015 |
| State space reconstruction from multiple time series I Vlachos, D Kugiumtzis Topics on Chaotic Systems: Selected Papers from Chaos 2008 International …, 2009 | 33 | 2009 |
| Gradient index microlens implanted in prefrontal cortex of mouse does not affect behavioral test performance over time SA Lee, KS Holly, V Voziyanov, SL Villalba, R Tong, HE Grigsby, ... PloS one 11 (1), e0146533, 2016 | 29 | 2016 |
| State space reconstruction for multivariate time series prediction I Vlachos, D Kugiumtzis arXiv preprint arXiv:0809.2220, 2008 | 29 | 2008 |
| A novel spatiotemporal analysis of peri-ictal spiking to probe the relation of spikes and seizures in epilepsy B Krishnan, I Vlachos, A Faith, S Mullane, K Williams, A Alexopoulos, ... Annals of biomedical engineering 42, 1606-1617, 2014 | 24 | 2014 |
| Connectivity and centrality characteristics of the epileptogenic focus using directed network analysis JA Adkinson, B Karumuri, TN Hutson, R Liu, O Alamoudi, I Vlachos, ... IEEE Transactions on Neural Systems and Rehabilitation Engineering 27 (1), 22-30, 2018 | 23 | 2018 |
| Resetting of brain dynamics: epileptic versus psychogenic nonepileptic seizures B Krishnan, A Faith, I Vlachos, A Roth, K Williams, K Noe, J Drazkowski, ... Epilepsy & Behavior 22, S74-S81, 2011 | 19 | 2011 |
| Assessment of measures of scalar time series analysis in discriminating preictal states D Kugiumtzis, I Vlachos, A Papana, PG Larsson International Journal of Bioelectromagnetism 9 (3), 134-145, 2007 | 18 | 2007 |
| Time series feature evaluation in discriminating preictal EEG states D Kugiumtzis, A Papana, A Tsimpiris, I Vlachos, PG Larsson Biological and Medical Data Analysis: 7th International Symposium, ISBMDA …, 2006 | 16 | 2006 |
| Automated detection of mesial temporal and temporoperisylvian seizures in the anterior thalamic nucleus D Pizarro, A Ilyas, E Toth, A Romeo, KO Riley, R Esteller, I Vlachos, S Pati Epilepsy Research 146, 17-20, 2018 | 12 | 2018 |
| Phase-based causality analysis with partial mutual information from mixed embedding I Vlachos, D Kugiumtzis, M Paluš Chaos: An Interdisciplinary Journal of Nonlinear Science 32 (5), 2022 | 11 | 2022 |
| TMS-induced brain connectivity modulation in Genetic Generalized Epilepsy I Vlachos, D Kugiumtzis, DG Tsalikakis, VK Kimiskidis Clinical Neurophysiology 133, 83-93, 2022 | 10 | 2022 |
| Classification of pre-ictal and interictal periods based on EEG frequency features in epilepsy BK Karumuri, I Vlachos, R Liu, JA Adkinson, L Iasemidis 2016 32nd Southern Biomedical Engineering Conference (SBEC), 9-10, 2016 | 10 | 2016 |
| Brain dynamics based automated epileptic seizure detection V Venkataraman, I Vlachos, A Faith, B Krishnan, K Tsakalis, D Treiman, ... 2014 36th Annual International Conference of the IEEE Engineering in …, 2014 | 10 | 2014 |
| Backward‐in‐Time Selection of the Order of Dynamic Regression Prediction Model I Vlachos, D Kugiumtzis Journal of Forecasting 32 (8), 685-701, 2013 | 10 | 2013 |
