{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,31]],"date-time":"2025-10-31T21:57:12Z","timestamp":1761947832951,"version":"3.40.4"},"publisher-location":"Berlin, Heidelberg","reference-count":49,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"type":"print","value":"9783642297632"},{"type":"electronic","value":"9783642297649"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2013]]},"DOI":"10.1007\/978-3-642-29764-9_25","type":"book-chapter","created":{"date-parts":[[2013,1,4]],"date-time":"2013-01-04T10:32:25Z","timestamp":1357295545000},"page":"368-381","source":"Crossref","is-referenced-by-count":15,"title":["A Pervasive Approach to a Real-Time Intelligent Decision Support System in Intensive Medicine"],"prefix":"10.1007","author":[{"given":"Filipe","family":"Portela","sequence":"first","affiliation":[]},{"given":"Manuel Filipe","family":"Santos","sequence":"additional","affiliation":[]},{"given":"Marta","family":"Vilas-Boas","sequence":"additional","affiliation":[]}],"member":"297","reference":[{"key":"25_CR1","doi-asserted-by":"crossref","unstructured":"Mahmoud, M.: Real-time data acquisition system for monitoring patients in intensive care unit. In: Multisensor, Multisource Information Fusion: Architectures, Algorithms and Applications, vol.\u00a05090, pp. 320\u2013326 (2003)","DOI":"10.1117\/12.487459"},{"key":"25_CR2","first-page":"78","volume":"4","author":"M. Pereira","year":"2007","unstructured":"Pereira, M., et al.: Computer aided monitoring system of intensive care unit patients. WSEAS Transactions on Information Science and Applications\u00a04, 78\u201384 (2007)","journal-title":"WSEAS Transactions on Information Science and Applications"},{"key":"25_CR3","doi-asserted-by":"publisher","first-page":"251","DOI":"10.1007\/BF01739125","volume":"8","author":"R.M. Gardner","year":"1991","unstructured":"Gardner, R.M., et al.: Real time data acquisition: recommendations for the Medical Information Bus (MIB). International Journal of Clinical Monitoring and Computing\u00a08, 251\u2013258 (1991)","journal-title":"International Journal of Clinical Monitoring and Computing"},{"key":"25_CR4","doi-asserted-by":"crossref","unstructured":"Ying, Z., et al.: Real-Time Evaluation of Patient Monitoring Algorithms for Critical Care at the Bedside. In: 29th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS 2007, pp. 2783\u20132786 (2007)","DOI":"10.1109\/IEMBS.2007.4352906"},{"key":"25_CR5","unstructured":"Morik, K.: Data analysis and knowledge validation in intensive care monitoring (2003)"},{"key":"25_CR6","unstructured":"Santos, M.F., et al.: Intelligent decision support in Intensive Care Medicine. In: 2nd International Conference on Knowledge Engineering and Decision Support, Lisbon, Portugal, pp. 401\u2013405 (2006)"},{"key":"25_CR7","doi-asserted-by":"crossref","unstructured":"Gago, P., et al.: INTCare: a knowledge discovery based intelligent decision support system for intensive care medicine. Journal of Decision Systems (2006)","DOI":"10.3166\/jds.14.241-259"},{"key":"25_CR8","unstructured":"Gago, P., Santos, M.F.: Towards an Intelligent Decision Support System for Intensive Care Units. Presented at the 18th European Conference on Artificial Intelligence, Greece (2008)"},{"key":"25_CR9","doi-asserted-by":"crossref","unstructured":"Gago, P., et al.: Adaptive decision support for intensive care. In: 13th Portuguese Conference on Artificial Intelligence, Guimaraes, Portugal, pp. 415\u2013425 (2007)","DOI":"10.1007\/978-3-540-77002-2_35"},{"key":"25_CR10","unstructured":"Silva, \u00c1., et al.: Organ failure prediction based on clinical adverse events: a cluster model approach. In: 3rd International Conference on Artificial Intelligence and Applications (2003)"},{"key":"25_CR11","doi-asserted-by":"crossref","unstructured":"Silva, \u00c1., et al.: Multiple organ failure diagnosis using adverse events and neural networks. In: 6th International Conference on Enterprise Information Systems, pp. 401\u2013408 (2004)","DOI":"10.5220\/0002623804010408"},{"key":"25_CR12","doi-asserted-by":"publisher","first-page":"149","DOI":"10.1016\/j.eswa.2004.08.007","volume":"28","author":"O. Kwon","year":"2005","unstructured":"Kwon, O., et al.: UbiDSS: a proactive intelligent decision support system as an expert system deploying ubiquitous computing technologies. Expert Systems with Applications\u00a028, 149\u2013161 (2005)","journal-title":"Expert Systems with Applications"},{"key":"25_CR13","unstructured":"Turban, E., et al.: Decision Support Systems and Intelligent Systems, 7th edn. Prentice Hall (2005)"},{"key":"25_CR14","doi-asserted-by":"crossref","unstructured":"Arnott, D., Pervan, G.: A critical analysis of decision support systems research. In: Conference on Decision Support Systems, Prato, Italy, pp. 67\u201387 (2004)","DOI":"10.1057\/palgrave.jit.2000035"},{"key":"25_CR15","volume-title":"Adaptive Business Intelligence","author":"Z. Michalewicz","year":"2007","unstructured":"Michalewicz, Z., et al.: Adaptive Business Intelligence. Springer, Heidelberg (2007)"},{"key":"25_CR16","doi-asserted-by":"crossref","unstructured":"Negash, S., Gray, P.: Business intelligence. Handbook on Decision Support Systems\u00a02, 175\u2013193","DOI":"10.1007\/978-3-540-48716-6_9"},{"key":"25_CR17","first-page":"57","volume":"13","author":"W.J. Frawley","year":"1992","unstructured":"Frawley, W.J., et al.: Knowledge Discovery in Databases: An Overview. AI Magazine\u00a013, 57\u201370 (1992)","journal-title":"AI Magazine"},{"key":"25_CR18","doi-asserted-by":"crossref","unstructured":"Fayyad, U.M., et al.: From data mining to knowledge discovery: an overview (1996)","DOI":"10.1145\/240455.240463"},{"key":"25_CR19","first-page":"403","volume":"2","author":"A. Lourenco","year":"2003","unstructured":"Lourenco, A., Belo, O.: Promoting agent-based knowledge discovery in medical intensive care units. WSEAS Transactions on Computers\u00a02, 403\u2013408 (2003)","journal-title":"WSEAS Transactions on Computers"},{"key":"25_CR20","unstructured":"Silva, A.: Modelos de Intelig\u00eancia Artificial na an\u00e1lise da monitoriza\u00e7\u00e3o de eventos cl\u00ednicos adversos, Disfun\u00e7\u00e3o\/Fal\u00eancia de \u00f3rg\u00e3os e progn\u00f3stico do doente critico. Tese de doutoramento, Ci\u00eancias m\u00e9dicas, Universidade do Porto (2007)"},{"key":"25_CR21","unstructured":"Hall, J.B., et al.: Principles of Critical Care: McGraw-Hill\u2019s Access Medicine (2005)"},{"key":"25_CR22","doi-asserted-by":"publisher","first-page":"243","DOI":"10.1016\/j.aei.2006.12.002","volume":"21","author":"J. Ramon","year":"2007","unstructured":"Ramon, J., et al.: Mining data from intensive care patients. Advanced Engineering Informatics\u00a021, 243\u2013256 (2007)","journal-title":"Advanced Engineering Informatics"},{"issue":"5","key":"25_CR23","first-page":"328","volume":"47","author":"S.M. Rao","year":"2003","unstructured":"Rao, S.M., Suhasini, T.: Organization of intensive care unit and predicting outcome of critical illness. Indian J. Anaesth.\u00a047(5), 328\u2013337 (2003)","journal-title":"Indian J. Anaesth."},{"key":"25_CR24","doi-asserted-by":"publisher","first-page":"707","DOI":"10.1007\/BF01709751","volume":"22","author":"J.L. Vincent","year":"1996","unstructured":"Vincent, J.L., et al.: The SOFA (Sepsis-related Organ Failure Assessment) score to describe organ dysfunction\/failure. Intensive Care Medicine\u00a022, 707\u2013710 (1996)","journal-title":"Intensive Care Medicine"},{"key":"25_CR25","unstructured":"Morik, K., et al.: Combining statistical learning with a knowledge-based approach-a case study in intensive care monitoring, pp. 268\u2013277"},{"key":"25_CR26","doi-asserted-by":"publisher","first-page":"10","DOI":"10.1109\/98.943998","volume":"8","author":"M. Satyanarayanan","year":"2002","unstructured":"Satyanarayanan, M.: Pervasive computing: vision and challenges. IEEE Personal Communications\u00a08, 10\u201317 (2002)","journal-title":"IEEE Personal Communications"},{"key":"25_CR27","doi-asserted-by":"crossref","unstructured":"Banavar, G., et al.: Challenges: an application model for pervasive computing, p. 274 (2000)","DOI":"10.1145\/345910.345957"},{"key":"25_CR28","doi-asserted-by":"publisher","first-page":"138","DOI":"10.1109\/MC.2003.1250897","volume":"36","author":"U. Varshney","year":"2003","unstructured":"Varshney, U.: Pervasive Healthcare. Computer\u00a036, 138\u2013140 (2003)","journal-title":"Computer"},{"key":"25_CR29","doi-asserted-by":"publisher","first-page":"113","DOI":"10.1007\/s007790200010","volume":"6","author":"M. Mikkonen","year":"2002","unstructured":"Mikkonen, M., et al.: User and concept studies as tools in developing mobile communication services for the elderly. Personal and Ubiquitous Computing\u00a06, 113\u2013124 (2002)","journal-title":"Personal and Ubiquitous Computing"},{"key":"25_CR30","doi-asserted-by":"publisher","first-page":"113","DOI":"10.1007\/s11036-007-0017-1","volume":"12","author":"U. Varshney","year":"2007","unstructured":"Varshney, U.: Pervasive healthcare and wireless health monitoring. Mobile Networks and Applications\u00a012, 113\u2013127 (2007)","journal-title":"Mobile Networks and Applications"},{"key":"25_CR31","doi-asserted-by":"crossref","first-page":"68","DOI":"10.5694\/j.1326-5377.2002.tb04668.x","volume":"177","author":"S. Dovey","year":"2002","unstructured":"Dovey, S., Makeham, M., County, M., Kidd, M.: An international taxonomy for errors in general practice: a pilot study. The Medical Journal of Australia\u00a0177, 68\u201372 (2002)","journal-title":"The Medical Journal of Australia"},{"key":"25_CR32","unstructured":"Kohn, L.T., et al.: To Err Is Human: Building a Safer Health System. National Academy Press (2000)"},{"key":"25_CR33","doi-asserted-by":"publisher","first-page":"905","DOI":"10.1016\/j.injury.2004.12.047","volume":"36","author":"E.A.G. Bergs","year":"2005","unstructured":"Bergs, E.A.G., et al.: Communication during trauma resuscitation: do we know what is happening? Injury\u00a036, 905\u2013911 (2005)","journal-title":"Injury"},{"key":"25_CR34","doi-asserted-by":"crossref","unstructured":"Varshney, U.: Pervasive Healthcare Computing: EMR\/EHR, Wireless and Health Monitoring. Springer-Verlag New York Inc. (2009)","DOI":"10.1007\/978-1-4419-0215-3_10"},{"key":"25_CR35","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1016\/j.artmed.2004.07.006","volume":"33","author":"J.C. Augusto","year":"2005","unstructured":"Augusto, J.C.: Temporal reasoning for decision support in medicine. Artificial Intelligence in Medicine\u00a033, 1\u201324 (2005)","journal-title":"Artificial Intelligence in Medicine"},{"key":"25_CR36","unstructured":"Vilas-Boas, M., Portela, F., Santos, M.F., Machado, J., Abelha, A., Neves, J., Silva, A., Rua, F., Salazar, M., Quintas, C., Cabral, A.F.: Intelligent Decision Support in Intensive Care Units - Nursing Information Requirements"},{"key":"25_CR37","unstructured":"Abelha, A., et al.: Agency for Integration. Diffusion and Archive of Medical Information"},{"key":"25_CR38","unstructured":"Santos, M.F., et al.: INTCARE - Multi-agent approach for real-time Intelligent Decision Support in Intensive Medicine. Presented at the 3rd International Conference on Agents and Artificial Intelligence (ICAART), Rome, Italy (2011)"},{"key":"25_CR39","doi-asserted-by":"publisher","first-page":"277","DOI":"10.1016\/S0004-3702(99)00107-1","volume":"117","author":"N.R. Jennings","year":"2000","unstructured":"Jennings, N.R.: On agent-based software engineering. Artificial Intelligence\u00a0117, 277\u2013296 (2000)","journal-title":"Artificial Intelligence"},{"key":"25_CR40","doi-asserted-by":"publisher","first-page":"47","DOI":"10.1007\/s10916-008-9163-7","volume":"33","author":"T. Fonseca","year":"2009","unstructured":"Fonseca, T., et al.: Vital Signs in Intensive Care: Automatic Acquisition and Consolidation into Electronic Patient Records. Journal of Medical Systems\u00a033, 47\u201357 (2009)","journal-title":"Journal of Medical Systems"},{"key":"25_CR41","unstructured":"Portela, F., Santos, M.F., Vilas-Boas, M., Machado, J., Abelha, A., Neves, J., Silva, A., Rua, F., Salazar, M., Quintas, C., Cabral, A.F.: Intelligent Decision Support in Intensive Care Units - Nursing Information Requirements. WSEAS Transactions on Informatics (2009)"},{"key":"25_CR42","unstructured":"Santos, M.F., Portela, F., Vilas-Boas, M., Machado, J., Abelha, A., Neves, J.: Information Architecture for Intelligent Decision Support in Intensive Medicine. Presented at the 8th WSEAS International Conference on Applied Computer & Applied Computational Science (ACACOS 2009), Hangzhou, China (2009)"},{"key":"25_CR43","first-page":"360","volume-title":"Proceedings of the 8th Wseas International Conference on Applied Computer and Applied Computational Science - Applied Computer and Applied Computational Science","author":"M.F. Santos","year":"2009","unstructured":"Santos, M.F., et al.: Information Modeling for Real-Time Decision Support in Intensive Medicine. In: Chen, S.Y., Li, Q. (eds.) Proceedings of the 8th Wseas International Conference on Applied Computer and Applied Computational Science - Applied Computer and Applied Computational Science, pp. 360\u2013365. World Scientific and Engineering Acad and Soc., Athens (2009)"},{"key":"25_CR44","unstructured":"Hooda, J.S., et al.: Health Level-7 compliant clinical patient records system, pp. 259\u2013263"},{"key":"25_CR45","unstructured":"Villas Boas, M., et al.: Distributed and real time Data Mining in the Intensive Care Unit. Presented at the 19th European Conference on Artificial Intelligence - ECAI 2010, Lisbon, Portugal (2010)"},{"key":"25_CR46","doi-asserted-by":"publisher","first-page":"114","DOI":"10.1007\/978-3-642-00413-1_14","volume":"0001","author":"M. Miranda","year":"2009","unstructured":"Miranda, M., et al.: A group decision support system for staging of cancer. Electronic Healthcare\u00a00001, 114\u2013121 (2009)","journal-title":"Electronic Healthcare"},{"key":"25_CR47","doi-asserted-by":"crossref","unstructured":"Cook, D.J., Das, S.K.: Smart environments: technologies, protocols, and applications. Wiley-Interscience (2005)","DOI":"10.1002\/047168659X"},{"key":"25_CR48","unstructured":"Black, J.P., et al.: Pervasive Computing in Health Care: Smart Spaces and Enterprise Information Systems"},{"key":"25_CR49","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"54","DOI":"10.1007\/978-3-540-69916-3_7","volume-title":"Smart Homes and Health Telematics","author":"J. O\u2019Donoghue","year":"2008","unstructured":"O\u2019Donoghue, J., Herbert, J., Sammon, D.: Patient Sensors: A Data Quality Perspective. In: Helal, S., Mitra, S., Wong, J., Chang, C.K., Mokhtari, M. (eds.) ICOST 2008. LNCS, vol.\u00a05120, pp. 54\u201361. Springer, Heidelberg (2008)"}],"container-title":["Communications in Computer and Information Science","Knowledge Discovery, Knowledge Engineering and Knowledge Management"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-642-29764-9_25.pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,4,29]],"date-time":"2025-04-29T16:00:34Z","timestamp":1745942434000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-642-29764-9_25"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2013]]},"ISBN":["9783642297632","9783642297649"],"references-count":49,"URL":"https:\/\/doi.org\/10.1007\/978-3-642-29764-9_25","relation":{},"ISSN":["1865-0929","1865-0937"],"issn-type":[{"type":"print","value":"1865-0929"},{"type":"electronic","value":"1865-0937"}],"subject":[],"published":{"date-parts":[[2013]]}}}