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The study is based on the application of data mining techniques such as association rules and Bayesian networks in data sets obtained from opinions of physicians. We analyzed, for the exploration and extraction of the knowledge, algorithms like Apriori, FPGrowth, PredictiveApriori, Tertius, J48, NaiveBayes, MultilayerPerceptron, and BayesNet, all of them provided by the API of WEKA. To generate mining models and present the new knowledge in natural language, we also developed a web application. The results presented in this study are those obtained from the best-evaluated algorithms, which have been validated by specialists in the field of pathology.<\/jats:p>","DOI":"10.1155\/2018\/4304017","type":"journal-article","created":{"date-parts":[[2018,2,13]],"date-time":"2018-02-13T18:32:21Z","timestamp":1518546741000},"page":"1-21","source":"Crossref","is-referenced-by-count":4,"title":["Analysis of Medical Opinions about the Nonrealization of Autopsies in a Mexican Hospital Using Association Rules and Bayesian Networks"],"prefix":"10.1155","volume":"2018","author":[{"given":"Elayne","family":"Rubio Delgado","sequence":"first","affiliation":[{"name":"Divisi\u00f3n de Estudios de Posgrado e Investigaci\u00f3n, Instituto Tecnol\u00f3gico de Orizaba, Orizaba, VER, Mexico"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-9861-3993","authenticated-orcid":true,"given":"Lisbeth","family":"Rodr\u00edguez-Mazahua","sequence":"additional","affiliation":[{"name":"Divisi\u00f3n de Estudios de 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