{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,26]],"date-time":"2025-10-26T14:21:07Z","timestamp":1761488467018},"publisher-location":"Berlin, Heidelberg","reference-count":8,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"type":"print","value":"9783540201298"},{"type":"electronic","value":"9783540399070"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2003]]},"DOI":"10.1007\/978-3-540-39907-0_38","type":"book-chapter","created":{"date-parts":[[2010,6,25]],"date-time":"2010-06-25T21:35:19Z","timestamp":1277501719000},"page":"274-283","source":"Crossref","is-referenced-by-count":1,"title":["Hierarchical Dirichl\u00e9t Learning \u2013 Filling in the Thin Spots in a Database"],"prefix":"10.1007","author":[{"given":"Steen","family":"Andreassen","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Brian","family":"Kristensen","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Alina","family":"Zalounina","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Leonard","family":"Leibovici","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Uwe","family":"Frank","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Henrik C.","family":"Sch\u00f8nheyder","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","reference":[{"key":"38_CR1","series-title":"Lecture Notes in Artificial Intelligence","doi-asserted-by":"publisher","first-page":"197","DOI":"10.1007\/3-540-48720-4_21","volume-title":"Artificial Intelligence in Medicine","author":"S. Andreassen","year":"1999","unstructured":"Andreassen, S., Leibovici, L., Sch\u00f8nheyder, H.C., Kristensen, B., Riekehr, C., Kj\u00e6r, A.G., Olesen, K.G.: A decision theoretic approach to empirical treatment of bacteraemia originating from the urinary tract. In: Horn, W., Shahar, Y., Lindberg, G., Andreassen, S., Wyatt, J.C. (eds.) AIMDM 1999. LNCS (LNAI), vol.\u00a01620, pp. 197\u2013206. Springer, Heidelberg (1999)"},{"key":"38_CR2","doi-asserted-by":"publisher","first-page":"121","DOI":"10.1016\/S0933-3657(98)00048-7","volume":"15","author":"S. Andreassen","year":"1999","unstructured":"Andreassen, S., Riekehr, C., Kristensen, B., Sch\u00f8nheyder, H.C., Leibovici, L.: Using probabilistic and decision-theoretic methods in treatment and prognosis modeling. Artif. Intell. Med.\u00a015, 121\u2013134 (1999)","journal-title":"Artif. Intell. Med."},{"doi-asserted-by":"crossref","unstructured":"Heckerman, D.: A tutorial learning with Bayesian networks. Technical Report MSR-TR-95- 06. Redmond, U.S.A (1995)","key":"38_CR3","DOI":"10.1016\/B978-1-55860-377-6.50079-7"},{"key":"38_CR4","first-page":"349","volume":"46","author":"B. Kristensen","year":"1999","unstructured":"Kristensen, B., Andreassen, S., Leibovici, L., Riekehr, C., Kj\u00e6r, A.G., Sch\u00f8nheyder, H.C.: Empirical treatment of bacteraemic urinary tract infection. Evaluation of a decision support system. Dan. Med. Bull.\u00a046, 349\u2013353 (1999)","journal-title":"Evaluation of a decision support system. Dan. Med. Bull."},{"unstructured":"Kristensen, B., Larsen, S., Sch\u00f8nheyder, H.C., Leibovici, L., Paul, M., Frank, U., Andreassen, S.: A decision support system (DSS) for antibiotic treatment improves empirical treatment and reduces costs. In: Proceedings of 41st Interscience Conference on Antimicrobial Agents and Chemotherapy (ICAAC), Chicago, Illinois, USA, December 16-19, vol.\u00a0476 (2001)","key":"38_CR5"},{"key":"38_CR6","doi-asserted-by":"crossref","first-page":"1614","DOI":"10.1136\/bmj.318.7198.1614","volume":"318","author":"L. Leibovici","year":"1999","unstructured":"Leibovici, L., Shraga, I., Andreassen, S.: How do you choose antibiotic treatment? Br. Med. J.\u00a0318, 1614\u20131616 (1999)","journal-title":"Br. Med. J."},{"key":"38_CR7","doi-asserted-by":"publisher","first-page":"517","DOI":"10.1109\/69.868905","volume":"12","author":"L. Leibovici","year":"2000","unstructured":"Leibovici, L., Fishman, M., Sch\u00f8nheyder, H.C., Riekehr, C., Kristensen, B., Shraga, I., Andreassen, S.: A causal probabilistic network for optimal treatment of bacterial infections. IEEE Trans. Knowledge and Data Eng.\u00a012, 517\u2013528 (2000)","journal-title":"IEEE Trans. Knowledge and Data Eng."},{"doi-asserted-by":"crossref","unstructured":"Spiegelhalter, D.J., Myles, J.P., Jones, D.R., Abrams, K.R.: Bayesian methods in health technology assessment: a review. Health Tech. Assess.\u00a04(38) (2000)","key":"38_CR8","DOI":"10.3310\/hta4380"}],"container-title":["Lecture Notes in Computer Science","Artificial Intelligence in Medicine"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-540-39907-0_38","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,5,30]],"date-time":"2019-05-30T12:55:53Z","timestamp":1559220953000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-540-39907-0_38"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2003]]},"ISBN":["9783540201298","9783540399070"],"references-count":8,"URL":"https:\/\/doi.org\/10.1007\/978-3-540-39907-0_38","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2003]]}}}