Detection of epileptic seizures with a modified heart rate variability algorithm based on Lorenz plot

Shorvon, 2011, Sudden unexpected death in epilepsy, Lancet, 378, 2028, 10.1016/S0140-6736(11)60176-1 Tomson, 2008, Sudden unexpected death in epilepsy: current knowledge and future directions, Lancet Neurol, 7, 1021, 10.1016/S1474-4422(08)70202-3 Thurman, 2014, Sudden unexpected death in epilepsy: assessing the public health burden, Epilepsia, 55, 1, 10.1111/epi.12666 Langan, 2005, Case–control study of SUDEP, Neurology, 64, 1131, 10.1212/01.WNL.0000156352.61328.CB Van de Vel, 2013, Non-EEG seizure-detection systems and potential SUDEP prevention: state of the art, Seizure, 22, 345, 10.1016/j.seizure.2013.02.012 Conradsen, 2012, Evaluation of novel algorithm embedded in a wearable sEMG device for seizure detection, Conf Proc IEEE Eng Med Biol Soc, 2012, 2048 Poh, 2012, Convulsive seizure detection using a wrist-worn electrodermal activity and accelerometry biosensor, Epilepsia, 53, e93, 10.1111/j.1528-1167.2012.03444.x Beniczky, 2013, Detection of generalized tonic–clonic seizures by a wireless wrist accelerometer: a prospective, multicenter study, Epilepsia, 54, e58, 10.1111/epi.12120 Malik, 1996, Heart rate variability standards of measurement, physiological interpretation, and clinical use, Eur Heart J, 17, 354, 10.1093/oxfordjournals.eurheartj.a014868 Tomson, 1998, Heart rate variability in patients with epilepsy, Epilepsy Res, 30, 77, 10.1016/S0920-1211(97)00094-6 Ansakorpi, 2002, Heart rate dynamics in refractory and well controlled temporal lobe epilepsy, J Neurol Neurosurg Psychiatry, 72, 26, 10.1136/jnnp.72.1.26 Lotufo, 2012, A systematic review and meta-analysis of heart rate variability in epilepsy and antiepileptic drugs, Epilepsia, 53, 272, 10.1111/j.1528-1167.2011.03361.x Ponnusamy, 2012, Comparison of heart rate variability parameters during complex partial seizures and psychogenic nonepileptic seizures, Epilepsia, 53, 1314, 10.1111/j.1528-1167.2012.03518.x Eggleston, 2014, Ictal tachycardia: the head–heart connection, Seizure, 23, 496, 10.1016/j.seizure.2014.02.012 Behbahani, 2013, Pre-ictal heart rate variability assessment of epileptic seizures by means of linear and non-linear analyses, Anadolu Kardiyol Derg, 13, 797 Leutmezer, 2003, Electrocardiographic changes at the onset of epileptic seizures, Epilepsia, 44, 348, 10.1046/j.1528-1157.2003.34702.x Osorio, 2014, Automated seizure detection using EKG, Int J Neural Syst, 24, 1450001, 10.1142/S0129065714500014 Oppenheimer, 1992, Cardiovascular effects of human insular cortex stimulation, Neurology, 42, 1727, 10.1212/WNL.42.9.1727 Jansen, 2013, Peri-ictal ECG changes in childhood epilepsy: implications for detection systems, Epilepsy Behav, 29, 72, 10.1016/j.yebeh.2013.06.030 Kerem, 2005, Forecasting epilepsy from the heart rate signal, Med Biol Eng Comput, 43, 230, 10.1007/BF02345960 Jeppesen, 2010, Detection of epileptic-seizures by means of power spectrum analysis of heart rate variability: a pilot study, Technol Heal Care, 18, 417, 10.3233/THC-2010-0606 Osorio, 2011, Extracerebral detection of seizures: a new era in epileptology?, Epilepsy Behav, 22, S82, 10.1016/j.yebeh.2011.09.012 Jeppesen, 2014, Using Lorenz plot and Cardiac Sympathetic Index of heart rate variability for detecting seizures for patients with epilepsy, Conf Proc IEEE Eng Med Biol Soc, 4563 Toichi, 1997, A new method of assessing cardiac autonomic function and its comparison with spectral analysis and coefficient of variation of R-R interval, J Auton Nerv Syst, 62, 79, 10.1016/S0165-1838(96)00112-9 Guzik, 2007, Correlations between the Poincaré plot and conventional heart rate variability parameters assessed during paced breathing, J Physiol Sci, 57, 63, 10.2170/physiolsci.RP005506 Van Elmpt, 2006, A model of heart rate changes to detect seizures in severe epilepsy, Seizure, 15, 366, 10.1016/j.seizure.2006.03.005 Epstein, 1992, Cardiac rhythm during temporal lobe seizures, Neurology, 42, 50, 10.1212/WNL.42.1.50