{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,8,20]],"date-time":"2025-08-20T13:09:02Z","timestamp":1755695342146,"version":"3.41.0"},"publisher-location":"Cham","reference-count":21,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783319581293"},{"type":"electronic","value":"9783319581309"}],"license":[{"start":{"date-parts":[[2017,1,1]],"date-time":"2017-01-01T00:00:00Z","timestamp":1483228800000},"content-version":"unspecified","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2017]]},"DOI":"10.1007\/978-3-319-58130-9_15","type":"book-chapter","created":{"date-parts":[[2017,4,26]],"date-time":"2017-04-26T14:28:51Z","timestamp":1493216931000},"page":"153-163","source":"Crossref","is-referenced-by-count":1,"title":["Text Mining Models to Predict Brain Deaths Using X-Rays Clinical Notes"],"prefix":"10.1007","author":[{"given":"Ant\u00f3nio","family":"Silva","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Filipe","family":"Portela","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Manuel Filipe","family":"Santos","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jos\u00e9","family":"Machado","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Ant\u00f3nio","family":"Abelha","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2017,4,27]]},"reference":[{"key":"15_CR1","doi-asserted-by":"publisher","unstructured":"Hearst, M.A.: Untangling text data mining. In: Proceedings of 37th Annual Meeting of the Association for Computational Linguistics on Computational Linguistics, pp. 3\u201310 (1999). doi: 10.3115\/1034678.1034679","DOI":"10.3115\/1034678.1034679"},{"key":"15_CR2","unstructured":"Tan, A.-H.: Text mining: the state of the art and the challenges. In: Proceedings of the PAKDD 1999 Workshop on Knowledge Disocovery from Advanced Databases, vol. 8, pp. 65\u201370 (1999). doi:10.1.1.132.6973"},{"issue":"2","key":"15_CR3","doi-asserted-by":"publisher","first-page":"153","DOI":"10.1016\/j.clsr.2014.01.009","volume":"30","author":"M Truyens","year":"2014","unstructured":"Truyens, M., Van Eecke, P.: Legal aspects of text mining. Comput. Law Secur. Rev. 30(2), 153\u2013170 (2014). doi: 10.1016\/j.clsr.2014.01.009","journal-title":"Comput. Law Secur. Rev."},{"key":"15_CR4","doi-asserted-by":"publisher","unstructured":"Gamberger, D., Prcela, M., Jovi, A., \u0160muc, T., Candelieri, A., Conforti, D., Guido, R.: Medical knowledge representation within Heartfaid platform. In: Proceedings of Biostec 2008 International Joint Conference on Biomedical Engineering Systems and Technologies, pp. 205\u2013217 (2008). doi: 10.5220\/0001045203070314","DOI":"10.5220\/0001045203070314"},{"issue":"1","key":"15_CR5","doi-asserted-by":"publisher","first-page":"69","DOI":"10.1016\/j.jksuci.2013.03.005","volume":"26","author":"SH El-sappagh","year":"2014","unstructured":"El-sappagh, S.H.: A distributed clinical decision support system architecture. J. King Saud Univ. \u2013 Comput. Inf. Sci. 26(1), 69\u201378 (2014). doi: 10.1016\/j.jksuci.2013.03.005","journal-title":"J. King Saud Univ. \u2013 Comput. Inf. Sci."},{"key":"15_CR6","doi-asserted-by":"crossref","unstructured":"Portela, F., Pinto, F., Santos, M.F.: Data mining predictive models for pervasive intelligent decision support in intensive care. In: KMIS 2012 - Knowledge Management and Information Sharing, pp. 81\u201388. SciTePress, Barcelona (2012)","DOI":"10.5220\/0004141500810088"},{"key":"15_CR7","series-title":"Lecture Notes in Computer Science","isbn-type":"print","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1007\/978-3-642-40093-3_1","volume-title":"Information Technology in Bio- and Medical Informatics","author":"F Portela","year":"2013","unstructured":"Portela, F., Santos, M.F., Machado, J., Abelha, A., Silva, \u00c1.: Pervasive and intelligent decision support in critical health care using ensembles. In: Bursa, M., Khuri, S., Renda, M.E. (eds.) ITBAM 2013. LNCS, vol. 8060, pp. 1\u201316. Springer, Heidelberg (2013). doi: 10.1007\/978-3-642-40093-3_1 . ISBN 978-3-642-40093-3","ISBN":"https:\/\/id.crossref.org\/isbn\/9783642400933"},{"key":"15_CR8","unstructured":"Veloso, R., Portela, F., Santos, M.F., Silva, \u00c1., Rua, F., Abelha, A., Machado, J.: Using domain knowledge to improve intelligent decision support in intensive medicine - a study of bacteriological infections. In: ICAART 2015 - 7th International Conference on Agents and Artificial Intelligence, pp 582 \u2013 587. SciTePress, Lisbon (2015). ISBN:978-989-758-074-1"},{"issue":"19","key":"15_CR9","doi-asserted-by":"publisher","first-page":"2059","DOI":"10.5897\/JMPR10.325","volume":"4","author":"HO Alanazi","year":"2010","unstructured":"Alanazi, H.O., Jalab, H.A., Alam, G.M., Zaidan, B.B., Zaidan, A.A.: Securing electronic medical records transmissions over unsecured communications: an overview for better medical governance. J. Med. Plants Res. 4(19), 2059\u20132074 (2010). doi: 10.5897\/JMPR10.325","journal-title":"J. Med. Plants Res."},{"key":"15_CR10","doi-asserted-by":"publisher","unstructured":"Wijdicks, E.F.M.: Brain death worldwide (2007). doi: 10.1212\/WNL.58.1.20","DOI":"10.1212\/WNL.58.1.20"},{"key":"15_CR11","doi-asserted-by":"publisher","unstructured":"Wijdicks, F.M.E.: Determining brain death in adults, May 1995. doi: 10.1212\/WNL.45.5.1003","DOI":"10.1212\/WNL.45.5.1003"},{"key":"15_CR12","first-page":"293","volume-title":"The Definition of Death: Contemporany Controversies","author":"D Brock","year":"1999","unstructured":"Brock, D.: The role of the public in public policy on the definition of death. In: Younger, S.J., Arnold, R.M., Schapiro, R. (eds.) The Definition of Death: Contemporany Controversies, pp. 293\u2013307. Hopkins University Press, Baltimore (1999)"},{"issue":"4","key":"15_CR13","doi-asserted-by":"publisher","first-page":"284","DOI":"10.1212\/01.wnl.0000296278.59487.c2","volume":"70","author":"DM Greer","year":"2008","unstructured":"Greer, D.M., Varelas, P.N., Haque, S., Wijdicks, E.F.M.: Variability of brain death determination guidelines in leading US neurologic institutions. Neurology 70(4), 284\u2013289 (2008). doi: 10.1212\/01.wnl.0000296278.59487.c2","journal-title":"Neurology"},{"key":"15_CR14","doi-asserted-by":"publisher","first-page":"1351","DOI":"10.1016\/j.protcy.2013.12.152","volume":"9","author":"L Pereira","year":"2013","unstructured":"Pereira, L., Rijo, R., Silva, C., Agostinho, M.: ICD9-based text mining approach to children epilepsy classification. Procedia Technol. 9, 1351\u20131360 (2013). doi: 10.1016\/j.protcy.2013.12.152","journal-title":"Procedia Technol."},{"key":"15_CR15","doi-asserted-by":"publisher","first-page":"S120","DOI":"10.1016\/j.jbi.2015.06.030","volume":"58","author":"J Cormack","year":"2014","unstructured":"Cormack, J., Nath, C., Milward, D., Raja, K., Jonnalagadda, S.R.: Agile text mining for the i2b2\/UTHealth cardiac risk factors challenge. J. Biomed. Inform. 58, S120\u2013S127 (2014). doi: 10.1016\/j.jbi.2015.06.030","journal-title":"J. Biomed. Inform."},{"key":"15_CR16","doi-asserted-by":"publisher","first-page":"S203","DOI":"10.1016\/j.jbi.2015.08.003","volume":"58","author":"J Jonnagaddala","year":"2015","unstructured":"Jonnagaddala, J., Liaw, S.-T., Ray, P., Kumar, M., Chang, N.-W., Dai, H.-J.: Coronary artery disease risk assessment from unstructured electronic health records using text mining. J. Biomed. Inform. 58, S203\u2013S210 (2015). doi: 10.1016\/j.jbi.2015.08.003","journal-title":"J. Biomed. Inform."},{"issue":"1","key":"15_CR17","doi-asserted-by":"publisher","first-page":"75","DOI":"10.2307\/25148625","volume":"28","author":"A Hevner","year":"2004","unstructured":"Hevner, A., March, S., Park, J.: Design science in information systems research. MIS Q. 28(1), 75\u2013105 (2004). doi: 10.2307\/25148625","journal-title":"MIS Q."},{"key":"15_CR18","volume-title":"Data Mining: Descoberta de Conhecimento em Bases de Dados","author":"MF Santos","year":"2005","unstructured":"Santos, M.F., Azevedo, C.S.: Data Mining: Descoberta de Conhecimento em Bases de Dados. FCA - Editora de inform\u00e1tica, Lda, Lisbon (2005)"},{"key":"15_CR19","volume-title":"Data Mining: Practical Machine Learning Tools and Techniques","author":"I Witten","year":"2011","unstructured":"Witten, I., Frank, E., Hall, M.: Data Mining: Practical Machine Learning Tools and Techniques. Morgan Kaufmann, Massachusetts (2011)"},{"key":"15_CR20","doi-asserted-by":"publisher","first-page":"613","DOI":"10.1007\/978-0-387-09823-4_31","volume-title":"Data Mining and Knowledge Discovery Handbook","author":"M Halkidi","year":"2005","unstructured":"Halkidi, M., Vazirgiannis, M.: Quality assessment approaches in data mining. In: Maimon, O., Rokach, L. (eds.) Data Mining and Knowledge Discovery Handbook, pp. 613\u2013640. Springer, Heidelberg (2005). doi: 10.1007\/978-0-387-09823-4_31"},{"key":"15_CR21","doi-asserted-by":"publisher","unstructured":"Silva, A., Portela, F., Santos, M.F., Machado, J., Abelha, A.: Towards of automatically detecting brain death patterns through text mining. In: IEEE Conference on Business Informatics - ISA\u2019HEALTH@CBI 2016 - Intelligent Systems and Applications in Healthcare Workshop (2016)","DOI":"10.1109\/CBI.2016.49"}],"container-title":["Lecture Notes in Computer Science","Mining Intelligence and Knowledge Exploration"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-319-58130-9_15","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,18]],"date-time":"2025-06-18T00:35:23Z","timestamp":1750206923000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-319-58130-9_15"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2017]]},"ISBN":["9783319581293","9783319581309"],"references-count":21,"URL":"https:\/\/doi.org\/10.1007\/978-3-319-58130-9_15","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2017]]}}}