{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,24]],"date-time":"2026-06-24T20:46:21Z","timestamp":1782333981884,"version":"3.54.5"},"reference-count":35,"publisher":"Springer Science and Business Media LLC","issue":"2","license":[{"start":{"date-parts":[[2005,4,1]],"date-time":"2005-04-01T00:00:00Z","timestamp":1112313600000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Med. Biol. Eng. Comput."],"published-print":{"date-parts":[[2005,4]]},"DOI":"10.1007\/bf02345960","type":"journal-article","created":{"date-parts":[[2006,3,15]],"date-time":"2006-03-15T11:47:22Z","timestamp":1142423242000},"page":"230-239","source":"Crossref","is-referenced-by-count":53,"title":["Forecasting epilepsy from the heart rate signal"],"prefix":"10.1007","volume":"43","author":[{"given":"D. H.","family":"Kerem","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"A. B.","family":"Geva","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"297","reference":[{"key":"BF02345960_CR1","doi-asserted-by":"crossref","first-page":"220","DOI":"10.1126\/science.6166045","volume":"213","author":"S. Akselrod","year":"1981","unstructured":"Akselrod, S., Gordon, D., Ubel, F. A., Shanon, D. C., Berger, A. C., andCohen, R. J. (1981) \u2018Power spectrum of heart rate fluctuation: a quantitative probe of beat-to-beat cardiovascular control\u2019,Science,213, pp. 220\u2013222","journal-title":"Science"},{"key":"BF02345960_CR2","doi-asserted-by":"crossref","first-page":"202","DOI":"10.1055\/s-0038-1633859","volume":"43","author":"M. Baumert","year":"2004","unstructured":"Baumert, M., Baier, V., Haueisen, J., Wessel, N., Meyerfeldt, U., Schirdewan, A., andVoss, A. (2004): \u2018Forecasting of life threatening arrhythmias using the compression entropy of heart rate\u2019,Methods Inform. Med.,43, pp. 202\u2013206","journal-title":"Methods Inform. Med."},{"key":"BF02345960_CR3","first-page":"978","volume":"39","author":"C. Baumgartner","year":"1998","unstructured":"Baumgartner, C., Serles, W., Leutmezer, F., Pataraia, E., Aull, S., Czech, T., Pietrzyk, U., Relic, A., andPodreka, I. (1998): \u2018Preictal SPECT in temporal lobe epilepsy: regional cerebral blood flow is increased prior to electroencepzhalographyseizure onset\u2019,J. Nucl. Med.,39, pp. 978\u2013982","journal-title":"J. Nucl. Med."},{"key":"BF02345960_CR4","doi-asserted-by":"crossref","first-page":"2310","DOI":"10.1152\/jappl.1993.75.5.2310","volume":"75","author":"L. Brown","year":"1993","unstructured":"Brown, L., Beightol, A., Koh, J., andEcckberg, D. L. (1993): \u2018Important influence of respiration on human R-R interval power spectra is largely ignored\u2019,J. Appl. Physiol.,75, pp. 2310\u20132317","journal-title":"J. Appl. Physiol."},{"key":"BF02345960_CR5","first-page":"63","volume-title":"Heart rate variability","author":"S. Cerutti","year":"1995","unstructured":"Cerutti, S., Bianchi, A. M., andMainardi, L. T. (1995): \u2018Spectral analysis of the heart rate variability signal\u2019 inMalik, M., andCamm, A. J. (Eds). \u2018Heart rate variability\u2019 (Futura Publishing, Armonk, NY, 1995), pp. 63\u201374"},{"key":"BF02345960_CR6","doi-asserted-by":"crossref","first-page":"2136","DOI":"10.1212\/WNL.43.10.2136","volume":"43","author":"R. C. Frysinger","year":"1993","unstructured":"Frysinger, R. C., Engel, J., andHarper, R. M. (1993): \u2018Interictal heart rate patterns in partial seizure disorders\u2019,Neurology,43, pp. 2136\u20132139","journal-title":"Neurology"},{"key":"BF02345960_CR7","doi-asserted-by":"crossref","first-page":"773","DOI":"10.1109\/34.192473","volume":"7","author":"I. Gath","year":"1989","unstructured":"Gath, I., andGeva, A. B. (1989): \u2018Unsupervised optimal fuzzy clustering\u2019IEEE Trans. Pattern Anal. Mach. Intell.,7, pp. 773\u2013781","journal-title":"IEEE Trans. Pattern Anal. Mach. Intell."},{"key":"BF02345960_CR8","doi-asserted-by":"crossref","first-page":"1205","DOI":"10.1109\/10.720198","volume":"45","author":"A. B. Geva","year":"1998","unstructured":"Geva, A. B., andKerem, D. H. (1998): \u2018Forecasting generalized epileptic seizures from the EEG signal by wavelet analysis and dynamic unsupervised fuzzy clustering\u2019,IEEE Trans. Biomed. Eng.,45, pp. 1205\u20131216","journal-title":"IEEE Trans. Biomed. Eng."},{"key":"BF02345960_CR9","first-page":"57","volume-title":"Fuzzy and neuro-fuzzy systems in medicine\u2019 (CRC International Series on Computational Intelligence","author":"A. B. Geva","year":"1999","unstructured":"Geva, A. B., andKerem, D. H. (1999): \u2018Brain state identification and forecasting of acute pathology using unsupervised fuzzy clustering of EEG temporal patterns\u2019 inTeodorescu, H. N., Kandel, A., andJain, L. C. (Eds), \u2018Fuzzy and neuro-fuzzy systems in medicine\u2019 (CRC International Series on Computational Intelligence, CRC Press, Boca Raton, Florida, 1999), pp. 57\u201393"},{"key":"BF02345960_CR10","first-page":"137","volume-title":"Fuzzy logic in medicine","author":"A. B. Geva","year":"2002","unstructured":"Geva, A. B., andKerem, D. H. (2002): \u2018Fuzzy clustering in medicine: applications to electrophysiological signal processing\u2019 inBarro, S., andMar\u00edn, R. (Eds): \u2018Fuzzy logic in medicine\u2019 (Physica-Verlag, Heidelberg, Germany, 2002), pp. 137\u2013176"},{"key":"BF02345960_CR11","doi-asserted-by":"crossref","first-page":"195","DOI":"10.1111\/j.1749-6632.1987.tb48733.x","volume":"504","author":"A. L. Goldberger","year":"1987","unstructured":"Goldberger, A. L., andWest, B. J. (1987): \u2018Applications of nonlinear dynamics to clinical cardiology\u2019,Ann. NY Acad. Sci.,504, pp. 195\u2013213","journal-title":"Ann. NY Acad. Sci."},{"key":"BF02345960_CR12","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1007\/BF02510394","volume":"35","author":"T. Harel","year":"1997","unstructured":"Harel, T., Gath, I., andBen-Haim, S. (1997): \u2018High resolution estimation of the heart rate variability signal\u2019,Med. Biol. Eng. Comput.,35, pp. 1\u20135","journal-title":"Med. Biol. Eng. Comput."},{"key":"BF02345960_CR13","first-page":"49","volume-title":"Measuring Chaos in the Human Brain","author":"L. D. Iasemidis","year":"1991","unstructured":"Iasemidis, L. D., andSackellares, J. C. (1991): \u2018The evolution with time of the spatial distribution of the largest Lyapunov exponent on the human epileptic cortex\u2019 inDuke, D., andPritchard, W. (Eds): \u2018Measuring Chaos in the Human Brain\u2019 (World Scientific, Singapore, 1991), pp. 49\u201382"},{"key":"BF02345960_CR14","doi-asserted-by":"crossref","first-page":"1169","DOI":"10.1001\/archneur.1989.00520470023018","volume":"46","author":"M. J. Keilson","year":"1989","unstructured":"Keilson, M. J., Hauser, W. A., andKagrill, J. P. (1989): \u2018Electrocardiographic changes during electrographic seizures\u2019,Arch. Neurol.,46, pp. 1169\u20131170","journal-title":"Arch. Neurol."},{"key":"BF02345960_CR15","doi-asserted-by":"crossref","first-page":"247","DOI":"10.1016\/0013-4694(87)90023-X","volume":"67","author":"C. M. Lathers","year":"1987","unstructured":"Lathers, C. M., Schraeder, P. L., andWeiner, F. L. (1987): \u2018Synchronization of cardiac autonomic neural discharge with epileptogenic activity: the lockstep phenomenon\u2019,Electroencephalogr. Clin. Neurophysiol.,67, pp. 247\u2013259","journal-title":"Electroencephalogr. Clin. Neurophysiol."},{"key":"BF02345960_CR16","doi-asserted-by":"crossref","first-page":"786","DOI":"10.1046\/j.1460-9568.1998.00090.x","volume":"10","author":"K. Lehnertz","year":"1998","unstructured":"Lehnertz, K., Andrzejak, R. G., Arnhold, J., Kreuz, T., Mormann, F., Rieke, C., Widman, G., andElger, C. E. (1998): \u2018Seizure prediction by non-linear time series analysis of brain electrical activity\u2019,Eur. J. Neurosci,10, pp. 786\u2013789","journal-title":"Eur. J. Neurosci"},{"key":"BF02345960_CR17","doi-asserted-by":"crossref","first-page":"183","DOI":"10.1016\/S0140-6736(00)03591-1","volume":"357","author":"M. Quyen Le Van","year":"2001","unstructured":"Le Van Quyen, M., Martinerie, J., Navarro, V., Boon, P., D'Have, M., Adam, C., Renault, B., Varela, F., andBaulac, M. (2001): \u2018Anticipation of epileptic seizures from standard EEG recordings\u2019,Lancet,357, pp. 183\u2013188","journal-title":"Lancet"},{"key":"BF02345960_CR18","doi-asserted-by":"crossref","first-page":"173","DOI":"10.1097\/00019052-200204000-00008","volume":"15","author":"B. Litt","year":"2002","unstructured":"Litt, B., andLehnertz, K. (2002): \u2018Seizure prediction and the preseizure period\u2019,Cur. Opin. Neurol.,15, pp. 173\u2013177","journal-title":"Cur. Opin. Neurol."},{"key":"BF02345960_CR19","first-page":"174","volume":"40","author":"T. J. Long","year":"1999","unstructured":"Long, T. J., Robinson, S. E., andQuinlivan, L. S. (1999): \u2018Effectiveness of heart rate seizure detection compared to EEG in an epilepsy monitoring unit (EMU)\u2019,Epilepsia,40, p. 174","journal-title":"Epilepsia"},{"key":"BF02345960_CR20","volume-title":"Heart rate variability","year":"1995","unstructured":"Malik, M., andCamm, A. J. (Eds) (1995): \u2018Heart rate variability\u2019 (Futura Publishing, Armonk, NY, 1995)"},{"key":"BF02345960_CR21","first-page":"47","volume-title":"Heart rate variability","author":"M. Malik","year":"1995","unstructured":"Malik, M. (1995): \u2018Geometrical methods for heart rate variability assessment\u2019 inMalik, M., andCamm, A. J. (Eds): \u2018Heart rate variability\u2019 (Futura Publishing, Armonk, NY, 1995), pp. 47\u201362"},{"key":"BF02345960_CR22","doi-asserted-by":"crossref","first-page":"1043","DOI":"10.1161\/01.CIR.93.5.1043","volume":"93","author":"M. Malik","year":"1996","unstructured":"Malik, M. (Chairman),Task Force of the European Society of Cardiology and North American Society of Pacing & Electrophysiology (1996): \u2018Heart rate variability: standards of measurements, physiological interpretation and clinical use\u2019,Circulation,93, pp. 1043\u20131065","journal-title":"Circulation"},{"key":"BF02345960_CR23","first-page":"443","volume":"58","author":"D. W. Marshall","year":"1983","unstructured":"Marshall, D. W., Westmoreland, B. F., andSharbrough, F. W. (1983): \u2018Ictal tachycardia during temporal lobe seizures\u2019,Mayo Clin. Proc.,58, pp. 443\u2013446","journal-title":"Mayo Clin. Proc."},{"key":"BF02345960_CR24","doi-asserted-by":"crossref","first-page":"57","DOI":"10.1111\/j.1528-1157.1996.tb01823.x","volume":"37","author":"Y. Mayanagi","year":"1996","unstructured":"Mayanagi, Y., Watanabe, E., andKameka, Y. (1996): \u2018Mesial temporal lobe epilepsy: clinical features and seizure mechanism\u2019,Epilepsia,37, pp. 57\u201360","journal-title":"Epilepsia"},{"key":"BF02345960_CR25","doi-asserted-by":"crossref","first-page":"542","DOI":"10.1111\/j.1528-1157.2000.tb00207.x","volume":"41","author":"M. Nei","year":"2000","unstructured":"Nei, M., Ho, R. T., andSperling, M. R. (2000): \u2018EKG abnormalities during partial seizures in refractory epilepsy\u2019,Epilepsia,41, pp. 542\u2013548","journal-title":"Epilepsia"},{"key":"BF02345960_CR26","doi-asserted-by":"crossref","first-page":"103","DOI":"10.1007\/BF02446667","volume":"31","author":"P. Novak","year":"1993","unstructured":"Novak, P., andNovak, V. (1993): \u2018Time\/frequency mapping of the heart rate, blood pressure and respiratory signals\u2019,Med. Biol. Eng. Comput.,31, pp. 103\u2013110","journal-title":"Med. Biol. Eng. Comput."},{"key":"BF02345960_CR27","doi-asserted-by":"crossref","first-page":"195","DOI":"10.1016\/S0165-1838(99)00044-2","volume":"77","author":"V. Novak","year":"1999","unstructured":"Novak, V., Reeves, A. L., Novak, P., Low, P. A., andSharbrough, F. W. (1999): \u2018Time-frequency mapping of R-R interval during complex partial seizures of temporal lobe origin\u2019,J. Auton. Nerv. Syst.,77, pp. 195\u2013202","journal-title":"J. Auton. Nerv. Syst."},{"key":"BF02345960_CR28","doi-asserted-by":"crossref","first-page":"289","DOI":"10.1007\/BF02442095","volume":"22","author":"O. Pahlm","year":"1984","unstructured":"Pahlm, O., andS\u00f6rnmo, L. (1984): \u2018Software for QRS detection in ambulatory monitoring\u2014a review\u2019,Med. Biol. Eng. Comput.,22, pp. 289\u2013297","journal-title":"Med. Biol. Eng. Comput."},{"key":"BF02345960_CR29","first-page":"392","volume":"111","author":"C. Scherthaner","year":"1999","unstructured":"Scherthaner, C., Lindinger, G., Potzelberger, R., Zeiler, K., andBaumgartner, C. (1999): \u2018Autonomic epilepsy\u2014the influence of epileptic discharges on heart rate and rhythm\u2019,Wien. Klin. Wochenschr.,111, pp. 392\u2013401","journal-title":"Wien. Klin. Wochenschr."},{"key":"BF02345960_CR30","first-page":"87","volume-title":"Heart rate variability","author":"G. Schmidt","year":"1995","unstructured":"Schmidt, G., andMorfill, G. E. (1995) \u2018Nonlinear methods for heart rate variability assessment\u2019 inMalik, M., andCamm, A. J. (Eds): \u2018Heart rate variability\u2019 (Futura Publishing, Armonk, NY, 1995), pp. 87\u201398"},{"key":"BF02345960_CR31","doi-asserted-by":"crossref","first-page":"705","DOI":"10.1161\/hh0701.088770","volume":"88","author":"V. Shusterman","year":"2001","unstructured":"Shusterman, V., Aysin, B., Anderson, K. P., andBeigel, A. (2001): \u2018Multidimensional rhythm disturbances as a precursor of sustained ventricular tachyarrhythmias\u2019,Circ. Res.,88, pp. 705\u2013712","journal-title":"Circ. Res."},{"key":"BF02345960_CR32","doi-asserted-by":"crossref","first-page":"731","DOI":"10.1016\/0002-8703(93)90165-6","volume":"125","author":"J. E. Skinner","year":"1993","unstructured":"Skinner, J. E., Pratt, C. M., andVybiral, T. (1993): \u2018A reduction in the correlation dimension of heartbeat intervals precedes imminent ventricular fibrillation in human subjects\u2019Am. Heart J.,125, pp. 731\u2013743","journal-title":"Am. Heart J."},{"key":"BF02345960_CR33","doi-asserted-by":"crossref","first-page":"119","DOI":"10.1109\/51.620503","volume":"16","author":"J. Vila","year":"1997","unstructured":"Vila, J., Palacios, F., Presedo, J., Fernandez-Delgado, M., Felix, P., andBarro, S. (1997): \u2018Time-frequency analysis of heart-rate variability: an improved method for monitoring and diagnosing myocardial ischemia\u2019,IEEE Eng. Med. Biol.,16, pp. 119\u2013126","journal-title":"IEEE Eng. Med. Biol."},{"key":"BF02345960_CR34","doi-asserted-by":"crossref","first-page":"226","DOI":"10.3171\/jns.1997.86.2.0226","volume":"86","author":"M. E. Weinand","year":"1997","unstructured":"Weinand, M. E., Carter, L. P., El-Saadany, W. F., Sioutos, P. J., Labiner, D. M., andCommen, K. J. (1997): \u2018Cerebral blood flow and temporal lobe epileptogenicity\u2019,J. Neurosurg.,86, pp. 226\u2013232","journal-title":"J. Neurosurg."},{"key":"BF02345960_CR35","doi-asserted-by":"crossref","first-page":"113","DOI":"10.1109\/51.620502","volume":"16","author":"U. Wilkund","year":"1997","unstructured":"Wilkund, U., Akay, M., andNiklasson, U. (1997): \u2018Short-term analysis of heart-rate variability by adapted wavelet transforms\u2019,IEEE Eng. Med. Biol.,16, pp. 113\u2013118","journal-title":"IEEE Eng. Med. Biol."}],"container-title":["Medical & Biological Engineering & Computing"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/BF02345960.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/article\/10.1007\/BF02345960\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/BF02345960","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,5,15]],"date-time":"2019-05-15T21:27:56Z","timestamp":1557955676000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/BF02345960"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2005,4]]},"references-count":35,"journal-issue":{"issue":"2","published-print":{"date-parts":[[2005,4]]}},"alternative-id":["BF02345960"],"URL":"https:\/\/doi.org\/10.1007\/bf02345960","relation":{},"ISSN":["0140-0118","1741-0444"],"issn-type":[{"value":"0140-0118","type":"print"},{"value":"1741-0444","type":"electronic"}],"subject":[],"published":{"date-parts":[[2005,4]]}}}