Analysis of Medical Opinions about the Nonrealization of Autopsies in a Mexican Hospital Using Association Rules and Bayesian Networks
Joint Authors
Sánchez-Cervantes, José Luis
Rubio Delgado, Elayne
Rodríguez-Mazahua, Lisbeth
Cervantes, Jair
Peláez-Camarena, Silvestre Gustavo
López-Chau, Asdrúbal
Palet Guzmán, José A.
Source
Issue
Vol. 2018, Issue 2018 (31 Dec. 2018), pp.1-21, 21 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2018-02-13
Country of Publication
Egypt
No. of Pages
21
Main Subjects
Abstract EN
This research identifies the factors influencing the reduction of autopsies in a hospital of Veracruz.
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.
American Psychological Association (APA)
Rubio Delgado, Elayne& Rodríguez-Mazahua, Lisbeth& Palet Guzmán, José A.& Cervantes, Jair& Sánchez-Cervantes, José Luis& Peláez-Camarena, Silvestre Gustavo…[et al.]. 2018. Analysis of Medical Opinions about the Nonrealization of Autopsies in a Mexican Hospital Using Association Rules and Bayesian Networks. Scientific Programming،Vol. 2018, no. 2018, pp.1-21.
https://search.emarefa.net/detail/BIM-1214693
Modern Language Association (MLA)
Rubio Delgado, Elayne…[et al.]. Analysis of Medical Opinions about the Nonrealization of Autopsies in a Mexican Hospital Using Association Rules and Bayesian Networks. Scientific Programming No. 2018 (2018), pp.1-21.
https://search.emarefa.net/detail/BIM-1214693
American Medical Association (AMA)
Rubio Delgado, Elayne& Rodríguez-Mazahua, Lisbeth& Palet Guzmán, José A.& Cervantes, Jair& Sánchez-Cervantes, José Luis& Peláez-Camarena, Silvestre Gustavo…[et al.]. Analysis of Medical Opinions about the Nonrealization of Autopsies in a Mexican Hospital Using Association Rules and Bayesian Networks. Scientific Programming. 2018. Vol. 2018, no. 2018, pp.1-21.
https://search.emarefa.net/detail/BIM-1214693
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1214693