{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,3,25]],"date-time":"2025-03-25T19:57:27Z","timestamp":1742932647760,"version":"3.40.3"},"publisher-location":"Cham","reference-count":33,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783319936437"},{"type":"electronic","value":"9783319936444"}],"license":[{"start":{"date-parts":[[2018,1,1]],"date-time":"2018-01-01T00:00:00Z","timestamp":1514764800000},"content-version":"unspecified","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2018]]},"DOI":"10.1007\/978-3-319-93644-4_3","type":"book-chapter","created":{"date-parts":[[2018,6,13]],"date-time":"2018-06-13T03:30:57Z","timestamp":1528860657000},"page":"46-68","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["Home-Based Multi-parameter Analysis for Early Risk Detection and Management of a Chronic Disease"],"prefix":"10.1007","author":[{"given":"Christos","family":"Goumopoulos","sequence":"first","affiliation":[]},{"given":"Athanasia","family":"Lappa","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2018,6,14]]},"reference":[{"key":"3_CR1","unstructured":"Bloom, D., Cafiero, E., Jan\u00e9-Llopis, E., et al.: The Global Economic Burden of Noncommunicable Diseases. World Economic Forum, Geneva (2011). http:\/\/www3.weforum.org\/docs\/WEF_Harvard_HE_GlobalEconomicBurdenNonCommunicableDiseases_2011.pdf . Accessed Aug 15 2017"},{"key":"3_CR2","first-page":"1","volume":"2012","author":"G Giamouzis","year":"2012","unstructured":"Giamouzis, G., Kalogeropoulos, A., Georgiopoulou, V., et al.: Telemonitoring in chronic heart failure: a systematic review. Cardiol. Res. Pract. 2012, 1\u20137 (2012)","journal-title":"Cardiol. Res. Pract."},{"issue":"3","key":"3_CR3","doi-asserted-by":"publisher","first-page":"201","DOI":"10.1016\/j.artmed.2003.11.001","volume":"30","author":"PJ Lucas","year":"2004","unstructured":"Lucas, P.J., van der Gaag, L.C., Abu-Hanna, A.: Bayesian networks in biomedicine and health-care. Artif. Intell. Med. 30(3), 201\u2013214 (2004)","journal-title":"Artif. Intell. Med."},{"key":"3_CR4","doi-asserted-by":"publisher","first-page":"94","DOI":"10.1016\/j.jbi.2013.12.007","volume":"48","author":"M Heijden van der","year":"2014","unstructured":"van der Heijden, M., Velikova, M., Lucas, P.J.: Learning Bayesian networks for clinical time series analysis. J. Biomed. Inform. 48, 94\u2013105 (2014)","journal-title":"J. Biomed. Inform."},{"key":"3_CR5","series-title":"Studies in Computational Intelligence","doi-asserted-by":"publisher","first-page":"33","DOI":"10.1007\/978-3-540-85066-3_3","volume-title":"Innovations in Bayesian Networks","author":"D Heckerman","year":"2008","unstructured":"Heckerman, D.: A tutorial on learning with Bayesian networks. In: Holmes, D.E., Jain, L.C. (eds.) Innovations in Bayesian Networks. Studies in Computational Intelligence, vol. 156, pp. 33\u201382. Springer, Heidelberg (2008). https:\/\/doi.org\/10.1007\/978-3-540-85066-3_3"},{"key":"3_CR6","unstructured":"Anand, V., Downs, S.M.: Probabilistic asthma case finding: a noisy OR reformulation. In: AMIA Annual Symposium Proceedings, pp. 6\u201310 (2008)"},{"key":"3_CR7","unstructured":"Aronsky, D., Fiszman, M., Chapman, W.W., Haug, P.J.: Combining decision support methodologies to diagnose pneumonia. In: AMIA Annual Symposium Proceedings, pp. 12\u201316 (2001)"},{"issue":"4","key":"3_CR8","doi-asserted-by":"publisher","first-page":"460","DOI":"10.1111\/j.1469-7610.2008.02017.x","volume":"50","author":"D Foreman","year":"2009","unstructured":"Foreman, D., Morton, S., Ford, T.: Exploring the clinical utility of the Development And Well-Being Assessment (DAWBA) in the detection of hyperkinetic disorders and associated diagnoses in clinical practice. J. Child Psychol. Psychiatry 50(4), 460\u2013470 (2009)","journal-title":"J. Child Psychol. Psychiatry"},{"key":"3_CR9","series-title":"Advances in Intelligent Systems and Computing","doi-asserted-by":"publisher","first-page":"13","DOI":"10.1007\/978-3-319-19695-4_2","volume-title":"Ambient Intelligence - Software and Applications","author":"HJ Steinhauer","year":"2015","unstructured":"Steinhauer, H.J., Mellin, J.: Automatic early risk detection of possible medical conditions for usage within an AMI-system. In: Mohamed, A., Novais, P., Pereira, A., Villarrubia Gonz\u00e1lez, G., Fern\u00e1ndez-Caballero, A. (eds.) Ambient Intelligence - Software and Applications. AISC, vol. 376, pp. 13\u201321. Springer, Cham (2015). https:\/\/doi.org\/10.1007\/978-3-319-19695-4_2"},{"issue":"4","key":"3_CR10","doi-asserted-by":"publisher","first-page":"496","DOI":"10.1007\/s10696-011-9131-2","volume":"24","author":"E Gatti","year":"2012","unstructured":"Gatti, E., Luciani, D., Stella, F.: A continuous time Bayesian network model for cardiogenic heart failure. Flex. Serv. Manuf. J. 24(4), 496\u2013515 (2012)","journal-title":"Flex. Serv. Manuf. J."},{"key":"3_CR11","unstructured":"Ghosh, J.K., Valtorta, M.: Probabilistic Bayesian network model building of heart disease. Department of Computer Science, University of South Carolina Columbia, SC 29208, Technical report TR9911 (1999)"},{"key":"3_CR12","volume-title":"Probabilistic Reasoning in Intelligent Systems: Networks of Plausible Inference","author":"J Pearl","year":"1988","unstructured":"Pearl, J.: Probabilistic Reasoning in Intelligent Systems: Networks of Plausible Inference. Morgan Kaufmann, San Francisco (1988)"},{"key":"3_CR13","series-title":"Communications in Computer and Information Science","doi-asserted-by":"publisher","first-page":"11","DOI":"10.1007\/978-3-642-14055-6_2","volume-title":"Information Processing and Management of Uncertainty in Knowledge-Based Systems. Theory and Methods","author":"JH Bolt","year":"2010","unstructured":"Bolt, J.H., van der Gaag, L.C.: An empirical study of the use of the noisy-or model in a real-life Bayesian network. In: H\u00fcllermeier, E., Kruse, R., Hoffmann, F. (eds.) IPMU 2010. CCIS, vol. 80, pp. 11\u201320. Springer, Heidelberg (2010). https:\/\/doi.org\/10.1007\/978-3-642-14055-6_2"},{"key":"3_CR14","unstructured":"Su, J.C.: Developing an early warning system for congestive heart failure using a Bayesian reasoning network. Doctoral dissertation, Massachusetts Institute of Technology (2001)"},{"issue":"6","key":"3_CR15","doi-asserted-by":"publisher","first-page":"514","DOI":"10.1197\/j.aem.2004.11.026","volume":"12","author":"TE Auble","year":"2005","unstructured":"Auble, T.E., Hsieh, M., Gardner, W., Cooper, G.F., Stone, R.A., McCausland, J.B., Yealy, D.M.: A prediction rule to identify low-risk patients with heart failure. Acad. Emerg. Med. 12(6), 514\u2013521 (2005)","journal-title":"Acad. Emerg. Med."},{"issue":"5","key":"3_CR16","doi-asserted-by":"publisher","first-page":"669","DOI":"10.1016\/j.jbi.2010.04.009","volume":"43","author":"S Visweswaran","year":"2010","unstructured":"Visweswaran, S., Angus, D.C., Hsieh, M., Weissfeld, L., Yealy, D., Cooper, G.F.: Learning patient-specific predictive models from clinical data. J. Biomed. Inform. 43(5), 669\u2013685 (2010)","journal-title":"J. Biomed. Inform."},{"key":"3_CR17","unstructured":"Malan, D., Fulford-Jones, T., Welsh, M., Moulton, S.: CodeBlue: an ad hoc sensor network infrastructure for emergency medical care. In: MobiSys 2004 Workshop on Applications of Mobile Embedded Systems (WAMES 2004), Boston, MA, June 2004, pp. 12\u201314 (2004)"},{"issue":"1","key":"3_CR18","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1145\/1814539.1814550","volume":"10","author":"J Ko","year":"2010","unstructured":"Ko, J., Lim, J.H., Chen, Y., Musvaloiu-E, R., Terzis, A., Masson, G.M., Gao, T., Destler, W., Selavo, L., Dutton, R.P.: MEDiSN: medical emergency detection in sensor networks. ACM Trans. Embed. Comput. Syst. 10(1), 1\u201329 (2010)","journal-title":"ACM Trans. Embed. Comput. Syst."},{"key":"3_CR19","doi-asserted-by":"crossref","unstructured":"Suh, M.K., Evangelista, L.S., Chen, C.A., Han, K., Kang, J., Tu, M.K., Chen, V., Nahapetian, A., Sarrafzadeh, M.: An automated vital sign monitoring system for congestive heart failure patients. In: 1st ACM International Health Informatics Symposium, pp. 108\u2013117. ACM, New York (2010)","DOI":"10.1145\/1882992.1883010"},{"issue":"3","key":"3_CR20","doi-asserted-by":"publisher","first-page":"734","DOI":"10.1093\/ejcts\/ezs043","volume":"41","author":"SA Nashef","year":"2012","unstructured":"Nashef, S.A., Roques, F., Sharples, L.D., Nilsson, J., Smith, C., Goldstone, A.R., Lockowandt, U.: EuroSCORE II. Eur. J. Cardiothorac. Surg. 41(3), 734\u2013744 (2012)","journal-title":"Eur. J. Cardiothorac. Surg."},{"key":"3_CR21","doi-asserted-by":"crossref","unstructured":"Lappa, A., Goumopoulos C.: A home-based early risk detection system for congestive heart failure using a Bayesian reasoning network. In: 3rd International Conference on Information and Communication Technologies for Ageing Well and e-Health, pp. 58\u201369. SCITEPRESS, Set\u00fabal (2017)","DOI":"10.5220\/0006300300580069"},{"key":"3_CR22","doi-asserted-by":"crossref","DOI":"10.1201\/9780429258589","volume-title":"Practical Statistics for Medical Research","author":"DG Altman","year":"1990","unstructured":"Altman, D.G.: Practical Statistics for Medical Research. CRC Press, London (1990)"},{"key":"3_CR23","volume-title":"Rapid Interpretation of EKG\u2019s: An Interactive Course","author":"D Dale","year":"2000","unstructured":"Dale, D.: Rapid Interpretation of EKG\u2019s: An Interactive Course. Cover Publishing Company, Tampa (2000)"},{"issue":"4","key":"3_CR24","first-page":"4","volume":"102","author":"E Braunwald","year":"2000","unstructured":"Braunwald, E., Bristow, M.R.: Congestive heart failure: fifty years of progress. Circulation 102(4), 4\u201323 (2000)","journal-title":"Circulation"},{"issue":"1","key":"3_CR25","doi-asserted-by":"publisher","first-page":"5","DOI":"10.1016\/S0933-3657(97)00381-3","volume":"10","author":"WJ Long","year":"1997","unstructured":"Long, W.J., Fraser, H., Naimi, S.: Reasoning requirements for diagnosis of heart disease. Artif. Intell. Med. 10(1), 5\u201324 (1997)","journal-title":"Artif. Intell. Med."},{"issue":"7","key":"3_CR26","doi-asserted-by":"publisher","first-page":"996","DOI":"10.1001\/archinte.161.7.996","volume":"161","author":"J He","year":"2001","unstructured":"He, J., Ogden, L.G., Bazzano, L.A., Vupputuri, S., Loria, C., Whelton, P.K.: Risk factors for congestive heart failure in US men and women: NHANES I epidemiologic follow-up study. Arch. Intern. Med. 161(7), 996\u20131002 (2001)","journal-title":"Arch. Intern. Med."},{"key":"3_CR27","doi-asserted-by":"publisher","DOI":"10.1017\/CBO9780511811357","volume-title":"Modeling and Reasoning with Bayesian Networks","author":"A Darwiche","year":"2009","unstructured":"Darwiche, A.: Modeling and Reasoning with Bayesian Networks. Cambridge University Press, Cambridge (2009)"},{"issue":"1","key":"3_CR28","doi-asserted-by":"publisher","first-page":"10","DOI":"10.7326\/0003-4819-138-1-200301070-00006","volume":"138","author":"AW Haider","year":"2003","unstructured":"Haider, A.W., Larson, M.G., Franklin, S.S., Levy, D.: Systolic blood pressure, diastolic blood pressure, and pulse pressure as predictors of risk for congestive heart failure in the Framingham Heart Study. Ann. Intern. Med. 138(1), 10\u201316 (2003)","journal-title":"Ann. Intern. Med."},{"key":"3_CR29","doi-asserted-by":"publisher","first-page":"165","DOI":"10.1016\/S0888-613X(01)00039-1","volume":"27","author":"A Onisko","year":"2001","unstructured":"Onisko, A., Druzdzel, M.J., Wasyluk, H.: Learning Bayesian network parameters from small data sets: application of noisy-OR gates. Int. J. Approx. Reason. 27, 165\u2013182 (2001)","journal-title":"Int. J. Approx. Reason."},{"key":"3_CR30","doi-asserted-by":"publisher","first-page":"230","DOI":"10.1109\/TBME.1985.325532","volume":"3","author":"J Pan","year":"1985","unstructured":"Pan, J., Tompkins, W.J.: A real-time QRS detection algorithm. IEEE Trans. Biomed. Eng. 3, 230\u2013236 (1985)","journal-title":"IEEE Trans. Biomed. Eng."},{"key":"3_CR31","unstructured":"Kutschke, M.: Jayes: Bayesian network library (2013). https:\/\/github.com\/kutschkem\/Jayes . Accessed Aug 15 2017"},{"key":"3_CR32","unstructured":"EuroSCORE calculator. http:\/\/www.euroscore.org\/calc.html"},{"issue":"1","key":"3_CR33","doi-asserted-by":"publisher","first-page":"162","DOI":"10.1016\/j.eswa.2012.07.026","volume":"40","author":"J Pitchforth","year":"2013","unstructured":"Pitchforth, J., Mengersen, K.: A proposed validation framework for expert elicited Bayesian networks. Expert Syst. Appl. 40(1), 162\u2013167 (2013)","journal-title":"Expert Syst. Appl."}],"container-title":["Communications in Computer and Information Science","Information and Communication Technologies for Ageing Well and e-Health"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-319-93644-4_3","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2020,11,3]],"date-time":"2020-11-03T12:52:41Z","timestamp":1604407961000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-319-93644-4_3"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018]]},"ISBN":["9783319936437","9783319936444"],"references-count":33,"URL":"https:\/\/doi.org\/10.1007\/978-3-319-93644-4_3","relation":{},"ISSN":["1865-0929","1865-0937"],"issn-type":[{"type":"print","value":"1865-0929"},{"type":"electronic","value":"1865-0937"}],"subject":[],"published":{"date-parts":[[2018]]},"assertion":[{"value":"ICT4AWE","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference on Information and Communication Technologies for Ageing Well and e-Health","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Porto","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Portugal","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2017","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"28 April 2017","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"29 April 2017","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"3","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"ict4awe2017","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}