{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,3,25]],"date-time":"2025-03-25T22:45:58Z","timestamp":1742942758281,"version":"3.40.3"},"publisher-location":"Cham","reference-count":8,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783319195506"},{"type":"electronic","value":"9783319195513"}],"license":[{"start":{"date-parts":[[2015,1,1]],"date-time":"2015-01-01T00:00:00Z","timestamp":1420070400000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2015,1,1]],"date-time":"2015-01-01T00:00:00Z","timestamp":1420070400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2015]]},"DOI":"10.1007\/978-3-319-19551-3_4","type":"book-chapter","created":{"date-parts":[[2015,6,12]],"date-time":"2015-06-12T07:11:26Z","timestamp":1434093086000},"page":"25-34","source":"Crossref","is-referenced-by-count":0,"title":["Predictive Monitoring of Local Anomalies in\u00a0Clinical Treatment Processes"],"prefix":"10.1007","author":[{"given":"Zhengxing","family":"Huang","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jose M.","family":"Juarez","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Wei","family":"Dong","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Lei","family":"Ji","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Huilong","family":"Duan","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","reference":[{"key":"4_CR1","doi-asserted-by":"crossref","unstructured":"Lenz, R., Blaser, R., Beyer, M., Heger, O., Biber, C., Aumlein, M.B., Schnabe, M.: IT support for clinical pathways-lessons learned. International Journal of Medical Informatics\u00a076(3), S397\u2013S402 (2007)","DOI":"10.1016\/j.ijmedinf.2007.04.012"},{"issue":"2-3","key":"4_CR2","doi-asserted-by":"publisher","first-page":"151","DOI":"10.1016\/j.ijmedinf.2006.07.006","volume":"76","author":"R. Blaser","year":"2007","unstructured":"Blaser, R., Schnabel, M., Biber, C., Baumlein, M., Heger, O., Beyer, M., Opitz, E., Lenz, R., Kuhn, K.A.: Improving pathway compliance and clinician performance by using information technology. International Journal of Medical Informatics\u00a076(2-3), 151\u2013156 (2007)","journal-title":"International Journal of Medical Informatics"},{"issue":"2","key":"4_CR3","doi-asserted-by":"publisher","first-page":"1043","DOI":"10.1016\/j.eswa.2009.06.072","volume":"37","author":"M.A. Hatiboglu","year":"2010","unstructured":"Hatiboglu, M.A., Altunkaynak, A., Ozger, M., Iplikcioglu, A.C., Cosar, M., Turgut, N.: A predictive tool by fuzzy logic for outcome of patients with intracranial aneurysm. Expert Systems with Applications\u00a037(2), 1043\u20131049 (2010)","journal-title":"Expert Systems with Applications"},{"issue":"4","key":"4_CR4","doi-asserted-by":"publisher","first-page":"744","DOI":"10.1016\/j.jbi.2013.06.009","volume":"46","author":"M. Peleg","year":"2013","unstructured":"Peleg, M.: Computer-interpretable clinical guidelines: A methodological review. Journal of Biomedical Informatics\u00a046(4), 744\u2013763 (2013)","journal-title":"Journal of Biomedical Informatics"},{"key":"4_CR5","doi-asserted-by":"publisher","first-page":"403","DOI":"10.1093\/intqhc\/12.5.403","volume":"12","author":"J. Cheah","year":"2000","unstructured":"Cheah, J.: Development and implementation of a clinical pathway programme in an acute care general hospital in singapore. International Journal for Quality in Health Care\u00a012, 403\u2013412 (2000)","journal-title":"International Journal for Quality in Health Care"},{"issue":"0","key":"4_CR6","doi-asserted-by":"publisher","first-page":"39","DOI":"10.1016\/j.jbi.2013.09.003","volume":"47","author":"Z. Huang","year":"2014","unstructured":"Huang, Z., Dong, W., Ji, L., Gan, C., Lu, X., Duan, H.: Discovery of clinical pathway patterns from event logs using probabilistic topic models. Journal of Biomedical Informatics\u00a047(0), 39\u201357 (2014)","journal-title":"Journal of Biomedical Informatics"},{"key":"4_CR7","doi-asserted-by":"crossref","unstructured":"Aderson, J.L., Adams, C.D., Antman, E.M., et al.: 2012 accf\/aha focused update incorporated into the accf\/aha 2007 guidelines for the management of patients with unstable angina\/non-st-elevation myocardial infarction. J. Am. Coll. Cardiol.\u00a061(23), e179\u2013e347 (2012)","DOI":"10.1016\/j.jacc.2013.01.014"},{"key":"4_CR8","first-page":"993","volume":"3","author":"D.M. Blei","year":"2003","unstructured":"Blei, D.M., Ng, A.Y., Jordan, M.I.: Latent Dirichlet allocation. Journal of Machine Learning Research\u00a03, 993\u20131022 (2003)","journal-title":"Journal of Machine Learning Research"}],"container-title":["Lecture Notes in Computer Science","Artificial Intelligence in Medicine"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-319-19551-3_4","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,2,21]],"date-time":"2023-02-21T01:54:57Z","timestamp":1676944497000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-319-19551-3_4"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2015]]},"ISBN":["9783319195506","9783319195513"],"references-count":8,"URL":"https:\/\/doi.org\/10.1007\/978-3-319-19551-3_4","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2015]]}}}