{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,1,16]],"date-time":"2025-01-16T22:10:08Z","timestamp":1737065408882,"version":"3.33.0"},"publisher-location":"Berlin, Heidelberg","reference-count":20,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"type":"print","value":"9783540410898"},{"type":"electronic","value":"9783540399490"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2000]]},"DOI":"10.1007\/3-540-39949-6_2","type":"book-chapter","created":{"date-parts":[[2007,6,2]],"date-time":"2007-06-02T03:40:24Z","timestamp":1180755624000},"page":"4-14","source":"Crossref","is-referenced-by-count":5,"title":["Medical Bayes Networks"],"prefix":"10.1007","author":[{"given":"Basilio","family":"Sierra","sequence":"first","affiliation":[]},{"given":"I\u00f1aki","family":"Inza","sequence":"additional","affiliation":[]},{"given":"Pedro","family":"Larra\u00f1aga","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2002,6,18]]},"reference":[{"key":"2_CR1","unstructured":"Andersen, S.K., Olesen, K.G. Jensen, F.V.: HUGIN-a shell for building Bayesian belief universes for expert systems. Proceedings of the Eleventh International Joint Conference on Artificial Intelligence (1989) 1128\u20131133"},{"key":"2_CR2","first-page":"307","volume":"4","author":"C. Bielza","year":"1998","unstructured":"Bielza, C. et al.: IctNEO System for jaundice management. Revista de la Real Academia de Ciencias Exactas 4 (1998) 307\u2013315","journal-title":"Revista de la Real Academia de Ciencias Exactas"},{"key":"2_CR3","doi-asserted-by":"crossref","unstructured":"Bouckaert, R.R.: Properties of Bayesian belief networks learning algorithms. Proceedings of the Tenth Annual Conference in Uncertainty in Artificial Intelligence (1994) 102\u2013109","DOI":"10.1016\/B978-1-55860-332-5.50018-3"},{"key":"2_CR4","first-page":"309","volume":"9","author":"G.F. Cooper","year":"1992","unstructured":"Cooper, G.F., Herskovits, E.A.: A Bayesian method for the induction of probabilistic networks from data. Machine Learning 9 (1992) 309\u2013347","journal-title":"Machine Learning"},{"key":"2_CR5","unstructured":"Cozman, F.G.: JavaBayes. Bayesian Networks in Java User Manual. http:\/\/www.usp.br\/fgcozman\/home.html . (1999)"},{"key":"2_CR6","unstructured":"Dagher, A.P., Herskovits, E.H.: Expert refinement of data derived Bayesian networks for medical diagnosis. American Medical Informatics Association Annual Fall Symposium, Washington DC (1996)"},{"key":"2_CR7","unstructured":"Dagher, A.P., Herskovits, E.H.: Decision support software for brain pMRS. American Society of Neuroradiology, Toronto, Canada (1997)"},{"key":"2_CR8","doi-asserted-by":"crossref","unstructured":"Heckerman, D., Geiger, D., Chickering, D.M.: Learning Bayesian networks: The combination of knowledge and statistical data. Technical Report MSR-TR-94-09, Microsoft (1994)","DOI":"10.1016\/B978-1-55860-332-5.50042-0"},{"key":"2_CR9","unstructured":"Herskovits, E.H.: Computer-Based probabilistic-network generation. PhD thesis, Medical Informatics, Stanford University, CA (1991)"},{"key":"2_CR10","unstructured":"Jensen, F. V.: Introduction to Bayesian networks. University College of London (1996)"},{"key":"2_CR11","unstructured":"Kappen, H.J. et al.: Promedas: Probabilistic Medical Diagnostical Visory System. http:\/\/servius.mbfys.kun.nl\/SNN\/Research\/promedas (1999)"},{"key":"2_CR12","doi-asserted-by":"publisher","first-page":"912","DOI":"10.1109\/34.537345","volume":"18","author":"P. Larra\u00f1aga","year":"1996","unstructured":"Larra\u00f1aga, P., Poza, M., Yurramendi, Y., Murga, R., Kuijpers, C.: Structure Learning of Bayesian Networks by Genetic Algorithms: A Performance Analysis of Control Parameters. IEEE Transactions on Pattern Analysis and Machine Intelligence 18 (1996) 912\u2013926","journal-title":"IEEE Transactions on Pattern Analysis and Machine Intelligence"},{"key":"2_CR13","doi-asserted-by":"crossref","unstructured":"Lauritzen, S.L.: Graphical Models. Oxford University Press (1996)","DOI":"10.1093\/oso\/9780198522195.001.0001"},{"key":"2_CR14","doi-asserted-by":"crossref","first-page":"157","DOI":"10.1111\/j.2517-6161.1988.tb01721.x","volume":"B 50","author":"S.L. Lauritzen","year":"1988","unstructured":"Lauritzen, S.L., Spiegelhalter, D.J.: Local computations with probabilities on graphical structures and their application on expert systems. Journal Royal of Statistical Society B 50 (1988) 157\u2013224","journal-title":"Journal Royal of Statistical Society"},{"key":"2_CR15","unstructured":"Miller, M.C., Westphal, M.C., Reigart, J.R., Barner, C.: Medical diagnostic models: A bibliographie. University Microfilms International, Ann Arbor, MI (1977)"},{"key":"2_CR16","volume-title":"Probabilistic Reasoning in Intelligent Systems: Networks of Plausible Inference","author":"J. Pearl","year":"1988","unstructured":"Pearl J.: Probabilistic Reasoning in Intelligent Systems: Networks of Plausible Inference. Morgan Kaufmann, San Mateo (1988)"},{"key":"2_CR17","unstructured":"Provan, G.M., Singh, M.: Learning Bayesian Networks Using Feature Selection. Learning from Data: AI and Statistics V, Lecture Notes in Statistics 112, Springer Verlag (1996) 291\u2013300"},{"key":"2_CR18","unstructured":"Ramoni M., Sebastiani S.: BKD: Bayesian Knowledge Discoverer. http:\/\/kmi.open.ac.uk\/projects\/bkd\/ (2000)"},{"issue":"2","key":"2_CR19","doi-asserted-by":"publisher","first-page":"215","DOI":"10.1016\/S0933-3657(98)00024-4","volume":"1","author":"B. Sierra","year":"1998","unstructured":"Sierra, B., Larra\u00f1aga, P.: Predicting the survival in malignant skin melanoma using Bayesian networks automatically induced by genetic algorithms. An empirical comparison between different approaches. Articial Intelligence in Medicine 1,2 (1998) 215\u2013230","journal-title":"Articial Intelligence in Medicine"},{"key":"2_CR20","doi-asserted-by":"crossref","first-page":"177","DOI":"10.1001\/jama.1961.03040290005002","volume":"177","author":"H. R. Warner","year":"1961","unstructured":"Warner, H. R., Toronto, A.F., Veny, L.G., Stephenson, R.: A mathematical approach to medical diagnosis: Application to congenital heart diseases. Journal of American Medicine Association 177 (1961) 177\u2013183","journal-title":"Journal of American Medicine Association"}],"container-title":["Lecture Notes in Computer Science","Medical Data Analysis"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/3-540-39949-6_2","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,1,16]],"date-time":"2025-01-16T21:31:19Z","timestamp":1737063079000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/3-540-39949-6_2"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2000]]},"ISBN":["9783540410898","9783540399490"],"references-count":20,"URL":"https:\/\/doi.org\/10.1007\/3-540-39949-6_2","relation":{},"ISSN":["0302-9743"],"issn-type":[{"type":"print","value":"0302-9743"}],"subject":[],"published":{"date-parts":[[2000]]}}}