{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,2,21]],"date-time":"2025-02-21T00:48:23Z","timestamp":1740098903187,"version":"3.37.3"},"publisher-location":"Cham","reference-count":14,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783319615417"},{"type":"electronic","value":"9783319615424"}],"license":[{"start":{"date-parts":[[2017,7,5]],"date-time":"2017-07-05T00:00:00Z","timestamp":1499212800000},"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":[[2018]]},"DOI":"10.1007\/978-3-319-61542-4_38","type":"book-chapter","created":{"date-parts":[[2017,7,4]],"date-time":"2017-07-04T04:02:27Z","timestamp":1499140947000},"page":"401-410","source":"Crossref","is-referenced-by-count":2,"title":["Supporting Hypothesis Generation by Machine Learning in Smart Health"],"prefix":"10.1007","author":[{"given":"Alba","family":"Amato","sequence":"first","affiliation":[]},{"given":"Antonio","family":"Coronato","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2017,7,5]]},"reference":[{"key":"38_CR1","doi-asserted-by":"crossref","first-page":"263","DOI":"10.1016\/j.compbiomed.2016.01.014","volume":"72","author":"A Alicante","year":"2016","unstructured":"Alicante, A., Corazza, A., Isgr\u00f2, F., Silvestri, S.: Unsupervised entity and relation extraction from clinical records in Italian. Comput. Biol. Med. 72, 263\u2013275 (2016)","journal-title":"Comput. Biol. Med."},{"issue":"2","key":"38_CR2","doi-asserted-by":"crossref","first-page":"13:1","DOI":"10.1145\/2870634","volume":"16","author":"A Amato","year":"2016","unstructured":"Amato, A., Venticinque, S.: Multiobjective optimization for brokering of multicloud service composition. ACM Trans. Internet Technol. 16(2), 13:1\u201313:20 (2016). \nhttp:\/\/doi.acm.org\/10.1145\/2870634","journal-title":"ACM Trans. Internet Technol."},{"issue":"7","key":"38_CR3","doi-asserted-by":"crossref","first-page":"1123","DOI":"10.1377\/hlthaff.2014.0041","volume":"33","author":"D Bates","year":"2014","unstructured":"Bates, D., Saria, S., Ohno-Machado, L., Shah, A., Escobar, G.: Big data in health care: using analytics to identify and manage high-risk and high-cost patients. Health Aff. 33(7), 1123\u20131131 (2014)","journal-title":"Health Aff."},{"issue":"5","key":"38_CR4","doi-asserted-by":"crossref","first-page":"1121","DOI":"10.1007\/s10803-014-2268-6","volume":"45","author":"D Bone","year":"2015","unstructured":"Bone, D., Goodwin, M.S., Black, M.P., Lee, C.C., Audhkhasi, K., Narayanan, S.: Applying machine learning to facilitate autism diagnostics: pitfalls and promises. J. Autism Dev. Disord. 45(5), 1121\u20131136 (2015)","journal-title":"J. Autism Dev. Disord."},{"key":"38_CR5","unstructured":"Doucette, J.A., Khan, A., Cohen, R.: A comparative evaluation of an ontological medical decision support system (OMED) for critical environments. In: Proceedings of the 2nd ACM SIGHIT International Health Informatics Symposium, IHI 2012, NY, USA, pp. 703\u2013708 (2012). \nhttp:\/\/doi.acm.org\/10.1145\/2110363.2110444"},{"key":"38_CR6","unstructured":"Doucette, J.A., Khan, A., Cohen, R., Lizotte, D., Moghaddam, H.M.: A framework for AI-based clinical decision support that is patient-centric and evidence-based. In: International Workshop on Artificial Intelligence and NetMedicine, p. 26 (2012)"},{"issue":"12","key":"38_CR7","doi-asserted-by":"crossref","first-page":"e245","DOI":"10.1016\/j.ijmedinf.2011.09.003","volume":"80","author":"M Esposito","year":"2011","unstructured":"Esposito, M., De Falco, I., De Pietro, G.: An evolutionary-fuzzy DSS for assessing health status in multiple sclerosis disease. Int. J. Med. Inf. 80(12), e245\u2013e254 (2011)","journal-title":"Int. J. Med. Inf."},{"issue":"8","key":"38_CR8","doi-asserted-by":"crossref","first-page":"1340","DOI":"10.1016\/j.engappai.2011.02.002","volume":"24","author":"M Esposito","year":"2011","unstructured":"Esposito, M., De Pietro, G.: An ontology-based fuzzy decision support system for multiple sclerosis. Eng. Appl. Artif. Intell. 24(8), 1340\u20131354 (2011)","journal-title":"Eng. Appl. Artif. Intell."},{"key":"38_CR9","doi-asserted-by":"crossref","first-page":"44","DOI":"10.1007\/978-0-387-38319-4_3","volume-title":"Clinical Decision Support Systems","author":"JM Hardin","year":"2007","unstructured":"Hardin, J.M., Chhieng, D.C.: Data mining and clinical decision support systems. In: Berner, E.S. (ed.) Clinical Decision Support Systems, pp. 44\u201363. Springer, New York (2007). \nhttp:\/\/dx.doi.org\/10.1007\/978-0-387-38319-4_3"},{"key":"38_CR10","unstructured":"Henry, J.M., Pylypchuk, Y.P., Searcy, T.M., Patel, V.P.: Adoption of electronic health record systems among U.S. non-federal acute care hospitals: 2008\u20132015. Technical report, The Office of the National Coordinator for Health Information Technology A division of the U.S. Department of Health and Human Services (2016). \nhttps:\/\/dashboard.healthit.gov\/evaluations\/data-briefs\/non-federal-acute-care-hospital-ehr-adoption-2008-2015.php"},{"key":"38_CR11","volume-title":"Cognitive Computing and Big Data Analytics","author":"J Hurwitz","year":"2015","unstructured":"Hurwitz, J., Kaufman, M., Bowles, A.: Cognitive Computing and Big Data Analytics, 1st edn. Wiley Publishing, Chichester (2015)","edition":"1"},{"issue":"1","key":"38_CR12","doi-asserted-by":"crossref","first-page":"57","DOI":"10.1504\/IJGUC.2015.066397","volume":"6","author":"S Javanmardi","year":"2015","unstructured":"Javanmardi, S., Shojafar, M., Shariatmadari, S., Ahrabi, S.: FR TRUST: a fuzzy reputation-based model for trust management in semantic P2P grids. Int. J. Grid Util. Comput. 6(1), 57\u201366 (2015)","journal-title":"Int. J. Grid Util. Comput."},{"issue":"2","key":"38_CR13","doi-asserted-by":"crossref","first-page":"86","DOI":"10.1504\/IJGUC.2009.022025","volume":"1","author":"H Jin","year":"2009","unstructured":"Jin, H., Sun, A., Zheng, R., He, R., Zhang, Q.: Ontology-based semantic integration scheme for medical image grid. Int. J. Grid Util. Comput. 1(2), 86\u201397 (2009)","journal-title":"Int. J. Grid Util. Comput."},{"key":"38_CR14","doi-asserted-by":"crossref","unstructured":"Khan, A., Doucette, J.A., Cohen, R., Lizotte, D.J.: Integrating machine learning into a medical decision support system to address the problem of missing patient data. In: 2012 11th International Conference on Machine Learning and Applications, vol. 1, pp. 454\u2013457, December 2012","DOI":"10.1109\/ICMLA.2012.82"}],"container-title":["Advances in Intelligent Systems and Computing","Innovative Mobile and Internet Services in Ubiquitous Computing"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-319-61542-4_38","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2017,7,4]],"date-time":"2017-07-04T04:18:14Z","timestamp":1499141894000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-319-61542-4_38"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2017,7,5]]},"ISBN":["9783319615417","9783319615424"],"references-count":14,"URL":"https:\/\/doi.org\/10.1007\/978-3-319-61542-4_38","relation":{},"ISSN":["2194-5357","2194-5365"],"issn-type":[{"type":"print","value":"2194-5357"},{"type":"electronic","value":"2194-5365"}],"subject":[],"published":{"date-parts":[[2017,7,5]]}}}