{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,9,13]],"date-time":"2024-09-13T08:32:20Z","timestamp":1726216340040},"publisher-location":"Berlin, Heidelberg","reference-count":24,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"type":"print","value":"9783540664956"},{"type":"electronic","value":"9783540482383"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[1999]]},"DOI":"10.1007\/3-540-48238-5_18","type":"book-chapter","created":{"date-parts":[[2007,10,27]],"date-time":"2007-10-27T14:18:54Z","timestamp":1193494734000},"page":"219-230","source":"Crossref","is-referenced-by-count":4,"title":["Development of Decision Support Algorithms for Intensive Care Medicine: A New Approach Combining Time Series Analysis and a Knowledge Base System with Learning and Revision Capabilities"],"prefix":"10.1007","author":[{"given":"Michael","family":"Imhoff","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Ursula","family":"Gather","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Katharina","family":"Morik","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2003,6,3]]},"reference":[{"key":"18_CR1","unstructured":"Bauer M, Gather U, Imhoff M (in print): Analysis of high dimensional data from intensive care medicine. In: Payne R. (ed) Proceeding in Computatinal Statistics, Springer-Verlag, Berlin"},{"key":"18_CR2","doi-asserted-by":"publisher","first-page":"393","DOI":"10.1016\/0277-9536(86)90046-8","volume":"22","author":"G. Guyatt","year":"1986","unstructured":"Guyatt G, Drummund M, Feeny D, Tugwell P, Stoddart G, Haynes R, Bennett K, LaBelle R (1986): Guidelines for the clinical and economic evaluation of health care technologies. Soc Sci Med 22: 393\u2013408.","journal-title":"Soc Sci Med"},{"key":"18_CR3","unstructured":"Imho_ M (1995): A clinical information system on the intensive care unit: dream or night mare? In: Rubi J. A. G.: Medicina Intensiva 1995, XXX. Congreso SEMIUC. Murcia, 4.\u20136.10.1995"},{"issue":"Suppl.","key":"18_CR4","first-page":"43","volume":"7","author":"M. Imho_","year":"1996","unstructured":"Imho_ M (1996): 3 years clinical use of the Siemens Emtek System 2000: Efforts and Benefits. Clinical Intensive Care 7 (Suppl.): 43\u201344","journal-title":"Efforts and Benefits"},{"key":"18_CR5","first-page":"85","volume":"5","author":"M. Imho_","year":"1998","unstructured":"Imho_ M (1998): Clinical Data Acquisition: What and how? Journal f\u00fcr An\u00e4sthesie und Intensivmedizin 5: 85\u201386","journal-title":"Journal f\u00fcr An\u00e4sthesie und Intensivmedizin"},{"key":"18_CR6","doi-asserted-by":"publisher","first-page":"1305","DOI":"10.1007\/s001340050767","volume":"24","author":"M. Imho_","year":"1998","unstructured":"Imho_ M, Bauer M, Gather U, L\u00f6hlein D (1998): Statistical pattern detection in univariate time series of intensive care on-line monitoring data. Intensive Care Med 24: 1305\u20131314","journal-title":"Intensive Care Med"},{"key":"18_CR7","unstructured":"Imho_ M, Bauer M, Gather U (submitted): Time-effect relations of medical interventions in a clinical information system. KI-99, Bonn 13.\u201315.05.99"},{"key":"18_CR8","first-page":"163","volume-title":"7th European Congress on Intensive Care Medicine","author":"M. Imho_","year":"1994","unstructured":"Imho_ M, Lehner JH, L\u00f6hlein D (1994): 2 years clinical experience with a clinical information system on a surgical ICU. In: Mutz N. J., Koller W., Benzer H.: 7th European Congress on Intensive Care Medicine. Monduzi Editore, Bologna. S. 163\u2013166"},{"key":"18_CR9","first-page":"251","volume-title":"Networks and Chaos-Statistical and Probabilistic Aspects","author":"V. Isham","year":"1993","unstructured":"Isham V (1993): Statistical aspects of chaos: a review. In: Barndorff-Nielsen OE, Jensen WS, Kendall WS (eds) Networks and Chaos-Statistical and Probabilistic Aspects. Chapman and Hall, London, pp 251\u2013300"},{"key":"18_CR10","doi-asserted-by":"crossref","first-page":"211","DOI":"10.1017\/CBO9780511809477.016","volume-title":"Judgement under uncertainty: Heuristics and biases","author":"D. Jennings","year":"1982","unstructured":"Jennings D, Amabile T, Ross L (1982): Informal covariation assessments: Databased versus theory-based judgements. In: Kahnemann D, Slovic P, Tversky A, editors. Judgement under uncertainty: Heuristics and biases. Cambridge: Cambridge University Press: 211\u2013230."},{"key":"18_CR11","first-page":"409","volume":"122","author":"J.M. McDonald","year":"1998","unstructured":"McDonald JM, Brossette S, Moser SA (1998): Pathology information systems: data mining leads to knowledge discovery. Arch Pathol Lab Med 122: 409\u2013411","journal-title":"Arch Pathol Lab Med"},{"key":"18_CR12","doi-asserted-by":"publisher","first-page":"81","DOI":"10.1037\/h0043158","volume":"63","author":"G. Miller","year":"1956","unstructured":"Miller G (1956): The magical number seven, plus of minus two: Some limits to our capacity for processing information. Psychol Rev 63: 81\u201397","journal-title":"Psychol Rev"},{"key":"18_CR13","doi-asserted-by":"publisher","first-page":"287","DOI":"10.1023\/A:1007317925872","volume":"27","author":"K. Morik","year":"1997","unstructured":"Morik K, Brockhausen P (1997): A multistrategy approach to relational knowledge discovery in databases. Machine Learning Journal 27: 287\u2013312","journal-title":"Machine Learning Journal"},{"key":"18_CR14","unstructured":"Morik K, Brockhausen P, Joachims T (1999): Combining statistical learning with a knowledge-based approach-A case study in intensive care monitoring. In: Procs. Int. Conf. Machine Learning (in print)."},{"key":"18_CR15","volume-title":"Knowledge acquisition and machine learning-Theory, methods, and applications","author":"K. Morik","year":"1993","unstructured":"Morik K, Wrobel S, Kietz JU, Emde W(1993): Knowledge acquisition and machine learning-Theory, methods, and applications. Academic Press, London"},{"key":"18_CR16","first-page":"500","volume-title":"Principles of Critical Care","author":"A. Morris","year":"1992","unstructured":"Morris A, Gardner R (1992): Computer applications. In: Hall J, Schmidt G, Wood L, editors. Principles of Critical Care. New York: McGraw-Hill Book Company: 500\u201314"},{"key":"18_CR17","doi-asserted-by":"publisher","first-page":"712","DOI":"10.1103\/PhysRevLett.45.712","volume":"45","author":"N.H. Packard","year":"1980","unstructured":"Packard NH, Crutchfield JP, Farmer JD, Shaw RS (1980): Geometry from a time series. Phys Rev Lett 45: 712\u2013716","journal-title":"Phys Rev Lett"},{"key":"18_CR18","doi-asserted-by":"publisher","first-page":"249","DOI":"10.1016\/0933-3657(94)90065-5","volume":"6","author":"V.W. Soo","year":"1994","unstructured":"Soo VW, Wang JS, Wang SP (1994): Learning and discovery from a clinical database: an incremental concept formation approach. Artif Intell Med 6: 249\u2013261","journal-title":"Artif Intell Med"},{"key":"18_CR19","series-title":"Lecture Notes in Mathematics","first-page":"366","volume-title":"Dynamical systems and turbulence","author":"F. Takens","year":"1980","unstructured":"Takens F (1980): Detecting strange attractors in turbulence. In: Rand DA, Young LS (eds) Dynamical systems and turbulence. Lecture Notes in Mathematics Vol. 898 Springer, Berlin, pp 366\u2013381"},{"key":"18_CR20","unstructured":"Thomsen GE, Pope D, East TD, Morris AH, Kinder AT, Carlson DA, Smith GL, Wallace CJ, Orme JF Jr, Clemmer TP, et al. (1993): Clinical performance of a rulebased decision support system for mechanical ventilation in ARDS patients. Proc Annu Symp Comput Appl Med Care: 339\u2013343"},{"key":"18_CR21","first-page":"399","volume":"22","author":"H. Tong","year":"1995","unstructured":"Tong H (1995): A personal overview of non-linear time series analysis from a chaos perspective, Scand J Statist 22: 399\u2013445","journal-title":"Scand J Statist"},{"key":"18_CR22","unstructured":"Tsumoto S, Ziarko W, Shan N, Tanaka H (1995): Knowledge discovery in clinical databases based on variable precision rough set model. Proc Annu Symp Comput Appl Med Care 1995: 270\u2013274"},{"key":"18_CR23","doi-asserted-by":"crossref","first-page":"473","DOI":"10.1016\/S0933-3657(96)00353-3","volume":"8","author":"FA da Veiga","year":"1996","unstructured":"da Veiga FA (1996): Structure discovery in medical databases: a conceptual clustering approach. Artif Intell Med 8: 473\u2013491","journal-title":"Artif Intell Med"},{"key":"18_CR24","doi-asserted-by":"crossref","DOI":"10.1007\/978-1-4757-2317-5","volume-title":"Concept formation and knowledge revision","author":"S. Wrobel","year":"1994","unstructured":"Wrobel S (1994): Concept formation and knowledge revision. Kluwer Academic Publishers, Dordrecht"}],"container-title":["Lecture Notes in Computer Science","KI-99: Advances in Artificial Intelligence"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/3-540-48238-5_18","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,2,24]],"date-time":"2019-02-24T12:10:32Z","timestamp":1551010232000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/3-540-48238-5_18"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[1999]]},"ISBN":["9783540664956","9783540482383"],"references-count":24,"URL":"https:\/\/doi.org\/10.1007\/3-540-48238-5_18","relation":{},"ISSN":["0302-9743"],"issn-type":[{"type":"print","value":"0302-9743"}],"subject":[],"published":{"date-parts":[[1999]]}}}