{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,9,4]],"date-time":"2024-09-04T23:42:57Z","timestamp":1725493377034},"publisher-location":"Berlin, Heidelberg","reference-count":15,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"type":"print","value":"9783540422945"},{"type":"electronic","value":"9783540482291"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2001]]},"DOI":"10.1007\/3-540-48229-6_13","type":"book-chapter","created":{"date-parts":[[2007,10,27]],"date-time":"2007-10-27T21:15:45Z","timestamp":1193519745000},"page":"99-108","source":"Crossref","is-referenced-by-count":0,"title":["A Classification-Tree Hybrid Method for Studying Prognostic Models in Intensive Care"],"prefix":"10.1007","author":[{"given":"Ameen","family":"Abu-Hanna","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Nicolette","family":"de Keizer","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2001,6,28]]},"reference":[{"key":"13_CR1","doi-asserted-by":"crossref","unstructured":"Abu-Hanna A, Lucas PJF. Prognostic Models in Medicine AI and Statistical Approaches, (Abu-Hanna A. and Lucas PJF, eds.). Special issue of Methods of Information in Medicine 2001, 40:1\u20135.","DOI":"10.1055\/s-0038-1634456"},{"key":"13_CR2","doi-asserted-by":"crossref","first-page":"1468","DOI":"10.1136\/bmj.318.7196.1468","volume":"318","author":"D. Bennett","year":"1999","unstructured":"Bennett D, Bion J. ABC of Intensive Care. Organisation of Intensive Care. BMJ 1999; 318:1468\u20131470.","journal-title":"BMJ"},{"key":"13_CR3","doi-asserted-by":"publisher","first-page":"829","DOI":"10.2307\/2286407","volume":"74","author":"W. S. Cleveland","year":"1979","unstructured":"Cleveland, W. S. (1979) Robust Locally Weighted Regression and Smoothing Scatterplots. J. Amer. Statist. Assoc. 74, 829\u2013836.","journal-title":"J. Amer. Statist. Assoc."},{"key":"13_CR4","volume-title":"Construction and Assessment of Classification Rules","author":"D.J. Hand","year":"1997","unstructured":"Hand DJ. Construction and Assessment of Classification Rules. Chichester: John Wiley and Sons, 1997."},{"key":"13_CR5","volume-title":"Applied Logistic Regression","author":"D.W. Hosmer","year":"1989","unstructured":"Hosmer D.W., Lemeshow S. Applied Logistic Regression, Wiley, New-York, 1989."},{"key":"13_CR6","doi-asserted-by":"publisher","first-page":"965","DOI":"10.1002\/(SICI)1097-0258(19970515)16:9<965::AID-SIM509>3.0.CO;2-O","volume":"16","author":"D.W. Hosmer","year":"1997","unstructured":"Hosmer D.W., Hosmer T., Le Cessie S., Lemeshow S. A Comparison of Goodness-of-fit Tests for the Logistic Regression Model. Statistics in Medicine 1997; 16:965\u2013980.","journal-title":"Statistics in Medicine"},{"key":"13_CR7","unstructured":"de Keizer N. An Infrastructure for Quality Assessment in Intensive Care; Prognostic Models and Terminological Systems. PhD Thesis, 2000, University of Amsterdam."},{"key":"13_CR8","doi-asserted-by":"publisher","first-page":"818","DOI":"10.1097\/00003246-198510000-00009","volume":"13","author":"W. Knaus","year":"1985","unstructured":"Knaus W, Draper E, Wagner D, Zimmerman J. APACHE II: a Severity of Disease Classification System. Crit Care Med 1985; 13:818\u2013829.","journal-title":"Crit Care Med"},{"key":"13_CR9","unstructured":"Kohavi R. Scaling Up the Accuracy of Naive-Bayes Classifiers: a Decision-Tree Hybrid. Proc. of the Second Int. Conference on Knowledge Discovery and Data Mining. 1996; 202\u2013207."},{"key":"13_CR10","doi-asserted-by":"publisher","first-page":"2957","DOI":"10.1001\/jama.270.24.2957","volume":"270","author":"J. Gall Le","year":"1993","unstructured":"Le Gall J, Lemeshow S, Saulnier F. A New Simplified Acute Physiology Score (SAPS-II) Based on a European\/North American Multicenter Study. JAMA 1993; 270:2957\u20132963.","journal-title":"JAMA"},{"key":"13_CR11","doi-asserted-by":"crossref","unstructured":"Long WJ. A Comparison of Logistic Regression to Decision-Tree Induction in a Medical Domain. Compt Bio Res 1993:74\u201397.","DOI":"10.1006\/cbmr.1993.1005"},{"key":"13_CR12","doi-asserted-by":"crossref","unstructured":"Lucas PJF, Abu-Hanna A. Prognostic Methods in Medicine (Lucas PJF and Abu-Hanna A. eds.). Special issue of Artificial Intelligence in Medicine. 1999; 15(2):105\u2013119.","DOI":"10.1016\/S0933-3657(98)00047-5"},{"key":"13_CR13","doi-asserted-by":"publisher","first-page":"1213","DOI":"10.1002\/sim.4780100805","volume":"10","author":"M.E. Miller","year":"1991","unstructured":"Miller M.E., Hui S.L. Validation Techniques for Logistic Regression Models. Statistics in Medicine, 1991, Vol 10, pp. 1213\u20131226.","journal-title":"Statistics in Medicine"},{"key":"13_CR14","doi-asserted-by":"publisher","first-page":"977","DOI":"10.1136\/bmj.307.6910.977","volume":"307","author":"K. Rowan","year":"1993","unstructured":"Rowan K, Kerr J, Major E, McPherson K, Short A, Vessey M. Intensive Care Society\u2019s APACHE II study in Britain and Ireland-II. BMJ 1993; 307:977\u2013981.","journal-title":"BMJ"},{"key":"13_CR15","doi-asserted-by":"publisher","first-page":"541","DOI":"10.1002\/(SICI)1097-0258(20000229)19:4<541::AID-SIM355>3.0.CO;2-V","volume":"19","author":"G. Schwarzer","year":"2000","unstructured":"Schwarzer G, Vach W, Schumacher M. On Misuses of Artificial Neural Networks for Prognostic and Diagnostic Classification in Oncology. Statistics in Medicine 2000; 19: 541\u2013561.","journal-title":"Statistics in Medicine"}],"container-title":["Lecture Notes in Computer Science","Artificial Intelligence in Medicine"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/3-540-48229-6_13","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,5,3]],"date-time":"2019-05-03T22:21:47Z","timestamp":1556922107000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/3-540-48229-6_13"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2001]]},"ISBN":["9783540422945","9783540482291"],"references-count":15,"URL":"https:\/\/doi.org\/10.1007\/3-540-48229-6_13","relation":{},"ISSN":["0302-9743"],"issn-type":[{"type":"print","value":"0302-9743"}],"subject":[],"published":{"date-parts":[[2001]]}}}