{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,7,16]],"date-time":"2025-07-16T13:46:39Z","timestamp":1752673599208},"reference-count":41,"publisher":"Springer Science and Business Media LLC","issue":"11","license":[{"start":{"date-parts":[[2010,8,4]],"date-time":"2010-08-04T00:00:00Z","timestamp":1280880000000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springer.com\/tdm"},{"start":{"date-parts":[[2010,8,4]],"date-time":"2010-08-04T00:00:00Z","timestamp":1280880000000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Med Biol Eng Comput"],"published-print":{"date-parts":[[2010,11]]},"DOI":"10.1007\/s11517-010-0669-z","type":"journal-article","created":{"date-parts":[[2010,8,3]],"date-time":"2010-08-03T11:39:50Z","timestamp":1280835590000},"page":"1141-1148","update-policy":"http:\/\/dx.doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":24,"title":["Non-invasive diagnosis of risk in dengue patients using bioelectrical impedance analysis and artificial neural network"],"prefix":"10.1007","volume":"48","author":[{"given":"F.","family":"Ibrahim","sequence":"first","affiliation":[]},{"given":"T.","family":"Faisal","sequence":"additional","affiliation":[]},{"given":"M. I.","family":"Mohamad Salim","sequence":"additional","affiliation":[]},{"given":"M. N.","family":"Taib","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2010,8,4]]},"reference":[{"key":"669_CR1","unstructured":"Annual Report, WHO Collaborating and Research (1998) Dengue haemorrhagic fever. Department of Medical Microbiology, Kuala Lumpur, Malaysia"},{"issue":"74","key":"669_CR2","doi-asserted-by":"crossref","first-page":"449","DOI":"10.4269\/ajtmh.2006.74.449","volume":"3","author":"A Balmaseda","year":"2006","unstructured":"Balmaseda A et al (2006) Serotype-specific differences in clinical manifestations of dengue. Am J Trop Med Hyg 3(74):449\u2013456","journal-title":"Am J Trop Med Hyg"},{"key":"669_CR3","doi-asserted-by":"publisher","first-page":"3","DOI":"10.1016\/S0167-7012(00)00201-3","volume":"43","author":"IA Basheer","year":"2000","unstructured":"Basheer IA, Hajmeer M (2000) Artificial neural networks: fundamentals, computing, design, and application. J Microbiol Methods 43:3\u201331","journal-title":"J Microbiol Methods"},{"key":"669_CR4","unstructured":"Chua MN, Molanida R, De Guzman M, Laberiza F (1993) Prothrombin time and Partial thromboplastin time as a predictor of bleeding in patient with DHF. Southeast Asian J Trop Med Public Health"},{"issue":"140","key":"669_CR5","doi-asserted-by":"publisher","first-page":"229","DOI":"10.1016\/S0923-2516(89)80100-1","volume":"3","author":"E Chungue","year":"1989","unstructured":"Chungue E, Boutin JP, Roux J (1989) Significance of IgM titration by an immunoenzyme technic for the serodiagnosis and epidemiological surveillance of dengue in French Polynesia. Res Virol 3(140):229\u2013240","journal-title":"Res Virol"},{"key":"669_CR6","doi-asserted-by":"publisher","first-page":"293","DOI":"10.1007\/s11517-009-0561-x","volume":"48","author":"T Faisal","year":"2010","unstructured":"Faisal T, Taib MN, Ibrahim F (2010) Reexamination of risk criteria in dengue patients using the self-organizing map. Med Biol Eng Comput 48:293\u2013301","journal-title":"Med Biol Eng Comput"},{"key":"669_CR7","doi-asserted-by":"publisher","first-page":"2175","DOI":"10.1016\/j.eswa.2009.07.060","volume":"37","author":"T Faisal","year":"2010","unstructured":"Faisal T, Taib MN, Ibrahim F (2010) A noninvasive intelligent approach for predicting the risk in dengue patients. Expert Syst Appl 37:2175\u20132181","journal-title":"Expert Syst Appl"},{"key":"669_CR8","doi-asserted-by":"crossref","unstructured":"Faisal T, Taib MN, Ibrahim F (2010) Neural network diagnostic system for dengue patients risk classification. J Med Syst (in press)","DOI":"10.1007\/s10916-010-9532-x"},{"key":"669_CR9","first-page":"15","volume":"1984","author":"R Fang","year":"1982","unstructured":"Fang R et al (1982) The dengue epidemic in Malaysia. Epidemiological, serological and virological aspects. Southeast Asian J Trop Med Public Health 1984:15\u201351","journal-title":"Southeast Asian J Trop Med Public Health"},{"key":"669_CR10","unstructured":"Goh YS, Tan EC (1994) Pruning neural networks during training by backpropagation. TENCON 94. IEEE region 10\u2019s ninth annual international conference"},{"key":"669_CR11","doi-asserted-by":"crossref","first-page":"480","DOI":"10.1128\/CMR.11.3.480","volume":"11","author":"DJ Gubler","year":"1998","unstructured":"Gubler DJ (1998) Dengue and dengue hemorrhagic fever. Clin Microbiol Rev 11:480\u2013496","journal-title":"Clin Microbiol Rev"},{"key":"669_CR12","doi-asserted-by":"publisher","first-page":"100","DOI":"10.1016\/S0966-842X(01)02288-0","volume":"10","author":"DJ Gubler","year":"2002","unstructured":"Gubler DJ (2002) Epidemic dengue\/dengue hemorrhagic fever as a public health, social and economic problem in the 21st century. Trends Microbiol 10:100\u2013103","journal-title":"Trends Microbiol"},{"key":"669_CR13","doi-asserted-by":"publisher","first-page":"830","DOI":"10.1016\/S0140-6736(02)09964-6","volume":"360","author":"S Hales","year":"2002","unstructured":"Hales S, de Wet N, Maindonald J, Woodward A (2002) Potential effect of population and climate changes on global distribution of dengue fever: an empirical model. Lancet 360:830\u2013834","journal-title":"Lancet"},{"key":"669_CR14","doi-asserted-by":"crossref","first-page":"830","DOI":"10.1093\/clinids\/11.Supplement_4.S830","volume":"11","author":"BS Halstead","year":"1989","unstructured":"Halstead BS (1989) Antibody, macrophages, dengue virus infection, shock, and hemorrhagic: a pathogenetic cascade. Rev Infect Dis 11:830\u2013839","journal-title":"Rev Infect Dis"},{"key":"669_CR15","doi-asserted-by":"crossref","first-page":"5","DOI":"10.4269\/ajtmh.2000.63.5","volume":"63","author":"E Harris","year":"2000","unstructured":"Harris E et al (2000) Clinical, epidemiologic, and virologic features of dengue in the 1998 epidemic in Nicaragua. Am J Trop Med Hyg 63:5\u201311","journal-title":"Am J Trop Med Hyg"},{"key":"669_CR16","doi-asserted-by":"publisher","first-page":"457","DOI":"10.1109\/86.895948","volume":"8","author":"E Haselsteiner","year":"2000","unstructured":"Haselsteiner E, Pfurtscheller G (2000) Using time-dependent neural networks for EEG classification. IEEE Trans Rehabil Eng 8:457\u2013463","journal-title":"IEEE Trans Rehabil Eng"},{"key":"669_CR17","volume-title":"A comprehensive foundation","author":"S Haykin","year":"1994","unstructured":"Haykin S, Neural networks (1994) A comprehensive foundation. Macmillan, New York"},{"key":"669_CR18","unstructured":"Ibrahim F (2005) Prognosis of dengue fever and dengue hemorrhagic fever using bioelectrical impedance. Ph.D. Thesis, Department of Biomedical Engineering, Faculty of Engineering, University of Malaya"},{"key":"669_CR19","doi-asserted-by":"publisher","first-page":"607","DOI":"10.1088\/0967-3334\/25\/3\/002","volume":"25","author":"F Ibrahim","year":"2004","unstructured":"Ibrahim F, Ismail NS, Taib MN, Wan Abas WAB (2004) Modeling of hemoglobin in dengue fever and dengue hemorrhagic fever using bioelectrical impedance. Physiol Meas 25:607\u2013615","journal-title":"Physiol Meas"},{"issue":"1","key":"669_CR20","doi-asserted-by":"publisher","first-page":"237","DOI":"10.1109\/TIM.2004.840237","volume":"54","author":"F Ibrahim","year":"2005","unstructured":"Ibrahim F, Taib MN, Wan Abas WAB, Chan CG, Sulaiman S (2005) A novel approach to classify risk in dengue hemorrhagic fever (DHF) using bioelectrical impedance. IEEE Trans Instrum Meas 54(1):237\u2013244","journal-title":"IEEE Trans Instrum Meas"},{"key":"669_CR21","doi-asserted-by":"publisher","first-page":"273","DOI":"10.1016\/j.cmpb.2005.04.002","volume":"79","author":"F Ibrahim","year":"2005","unstructured":"Ibrahim F, Taib MN, Wan Abas WAB, Chan CG, Sulaiman S (2005) A novel dengue fever (DF) dengue and hemorrhagic fever (DHF) analysis using artificial neural network. Computer Methods Programs Biomed 79:273\u2013281","journal-title":"Computer Methods Programs Biomed"},{"key":"669_CR22","first-page":"58","volume":"31","author":"F Ibrahim","year":"2008","unstructured":"Ibrahim F, Taib MN, Wan Abas WAB, Chan CG, Sulaiman S (2008) A new approach to classify risk in dengue infection using bioelectrical impedance analysis (BIA). World Health Org Dengue Bull 31:58\u201374","journal-title":"World Health Org Dengue Bull"},{"key":"669_CR23","doi-asserted-by":"publisher","first-page":"77","DOI":"10.1007\/s11517-008-0394-z","volume":"47","author":"MY Jaffrin","year":"2009","unstructured":"Jaffrin MY, Morel H (2009) Extracellular volume measurements using bioimpedance spectroscopy-Hanai method and wrist-ankle resistance at 50\u00a0kHz. Med Biol Eng Comput 47:77\u201384","journal-title":"Med Biol Eng Comput"},{"issue":"10","key":"669_CR24","doi-asserted-by":"publisher","first-page":"873","DOI":"10.1007\/s11517-006-0099-0","volume":"44","author":"MY Jaffrin","year":"2006","unstructured":"Jaffrin MY, Fenech M, Moreno MV, Kieffer R (2006) Total body water measurement by a modification of the bioimpedance spectroscopy method. Med Biol Eng Comput 44(10):873\u2013882","journal-title":"Med Biol Eng Comput"},{"key":"669_CR25","doi-asserted-by":"publisher","first-page":"161","DOI":"10.1016\/S0090-4295(98)00181-2","volume":"52","author":"T John","year":"1998","unstructured":"John T, Wei ZZ, Barnhill SD, Madyastha R (1998) Understanding artificial neural networks and exploring their potential applications for the practicing urologist. Urology 52:161\u2013172","journal-title":"Urology"},{"issue":"47","key":"669_CR26","first-page":"265","volume":"3","author":"CH Kuo","year":"1992","unstructured":"Kuo CH, Tai DI, Chang-Chien CS, Lan CK, Chiou SS, Liaw YF (1992) Liver biochemical test and dengue fever. Am J Trop Med Hyg 3(47):265\u2013270","journal-title":"Am J Trop Med Hyg"},{"issue":"18","key":"669_CR27","first-page":"532","volume":"4","author":"SK Lam","year":"1987","unstructured":"Lam SK, Devi S, Pang T (1987) Detection of specific IgM in dengue infection. Southeast Asian J Trop Med Public Health 4(18):532\u2013538","journal-title":"Southeast Asian J Trop Med Public Health"},{"key":"669_CR28","unstructured":"Ministry of Health Malaysia (2009). http:\/\/www.moh.gov.my\/MohPortal\/newsFull.jsp?action=load&id=401. Assessed 5 Jul 2009"},{"key":"669_CR29","doi-asserted-by":"publisher","first-page":"2395","DOI":"10.1073\/pnas.91.7.2395","volume":"91","author":"TP Monath","year":"1994","unstructured":"Monath TP (1994) Dengue: the risk to developed and developing countries. Proc Natl Acad Sci USA 91:2395\u20132400","journal-title":"Proc Natl Acad Sci USA"},{"key":"669_CR30","first-page":"24","volume":"1","author":"FW More","year":"1904","unstructured":"More FW (1904) Observations on dengue fever in Singapore. J Malaya Branch Br Med Assoc 1:24\u201329","journal-title":"J Malaya Branch Br Med Assoc"},{"key":"669_CR31","unstructured":"Negnevitsky M (2002) Artificial intelligence, a guide to intelligent system. First Edition, Pearson education. ISBN: 0201711591"},{"key":"669_CR32","first-page":"392","volume":"18","author":"S Nimmannitya","year":"1987","unstructured":"Nimmannitya S (1987) Clinical spectrum and management of dengue haemorrhagic fever. Southeast Asian J Trop Med Public Health 18:392\u2013397","journal-title":"Southeast Asian J Trop Med Public Health"},{"issue":"10","key":"669_CR33","doi-asserted-by":"publisher","first-page":"1093","DOI":"10.1007\/s11517-009-0533-1","volume":"47","author":"AS Paterno","year":"2009","unstructured":"Paterno AS, Stiz RA, Bertemes-Filho P (2009) Frequency-domain reconstruction of signals in electrical bioimpedance spectroscopy. Med Biol Eng Comput 47(10):1093\u20131102","journal-title":"Med Biol Eng Comput"},{"key":"669_CR34","unstructured":"Rebecca George MD (1992) Current status of the knowledge of dengue\/DHF\/DSS in Malaysia: clinical aspects. 15th Annual Convention of the Philippine Society foe Microbiology and Infectious Diseases"},{"key":"669_CR35","doi-asserted-by":"crossref","unstructured":"Rigaud B, Morucci JP, Chauveau N (1996) Bioelectrical impedance techniques in medicine part I: bioimpedance measurement second section: impedance spectrometry. In: Bourne JR (ed) Critical reviews in biomedical engineering. Begell House, New York, vol 24","DOI":"10.1615\/CritRevBiomedEng.v24.i4-6.20"},{"key":"669_CR36","doi-asserted-by":"publisher","first-page":"1269","DOI":"10.1136\/bmj.1.5445.1269","volume":"1","author":"A Rudnick","year":"1965","unstructured":"Rudnick A et al (1965) Mosquito borne haemorrhagie fever in Malaysia. Br Med J 1:1269\u20131272","journal-title":"Br Med J"},{"issue":"1","key":"669_CR37","doi-asserted-by":"publisher","first-page":"73","DOI":"10.1016\/j.autcon.2005.02.005","volume":"15","author":"SK Sinha","year":"2005","unstructured":"Sinha SK, Fieguth PW (2005) Projection neural network model for classification of pipe defects. J Autom Constr 15(1):73","journal-title":"J Autom Constr"},{"key":"669_CR38","doi-asserted-by":"publisher","first-page":"1044","DOI":"10.1109\/10.855931","volume":"47","author":"M Sun","year":"2000","unstructured":"Sun M, Sclabassi RJ (2000) The forward EEG solutions can be computed using artificial neural networks. IEEE Trans Biomed Eng 47:1044\u20131050","journal-title":"IEEE Trans Biomed Eng"},{"key":"669_CR39","first-page":"1","volume":"11","author":"G Wallace Hazel","year":"1980","unstructured":"Wallace Hazel G et al (1980) Dengue haemorthagic fever in Malaysia 1973 epidemic. Southeast Asian J Trop Med Public Health 11:1\u201312","journal-title":"Southeast Asian J Trop Med Public Health"},{"key":"669_CR40","unstructured":"Weigend AS, Rumelhart DE, Huberman BA (1991) Generalization by weight elimination with applications to forecasting. In: Lippmann R, Moody J, Touretzky D (eds) Advances in neural information processing 3, pp 875\u2013882"},{"key":"669_CR41","volume-title":"Dengue haemorrhagic fever: diagnosis, treatment, prevention and control","author":"World Health Organization","year":"1997","unstructured":"World Health Organization (1997) Dengue haemorrhagic fever: diagnosis, treatment, prevention and control, 2nd edn. WHO, Geneva","edition":"2"}],"container-title":["Medical &amp; Biological Engineering &amp; Computing"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s11517-010-0669-z.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/article\/10.1007\/s11517-010-0669-z\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s11517-010-0669-z","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"},{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s11517-010-0669-z.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,7,29]],"date-time":"2022-07-29T09:21:10Z","timestamp":1659086470000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/s11517-010-0669-z"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2010,8,4]]},"references-count":41,"journal-issue":{"issue":"11","published-print":{"date-parts":[[2010,11]]}},"alternative-id":["669"],"URL":"https:\/\/doi.org\/10.1007\/s11517-010-0669-z","relation":{},"ISSN":["0140-0118","1741-0444"],"issn-type":[{"value":"0140-0118","type":"print"},{"value":"1741-0444","type":"electronic"}],"subject":[],"published":{"date-parts":[[2010,8,4]]},"assertion":[{"value":"28 May 2009","order":1,"name":"received","label":"Received","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"9 July 2010","order":2,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"4 August 2010","order":3,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"This content has been made available to all.","name":"free","label":"Free to read"}]}}