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Use of self-organizing maps for analyzing the behavior of canines displaced towards midline under interceptive treatment

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Use of self-organizing maps for analyzing the behavior of canines displaced towards midline under interceptive treatment

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dc.contributor.author Gandía Aguiló, Vicente es
dc.contributor.author Cibrián Ortiz de Anda, Rosa María es
dc.contributor.author Soria Olivas, Emilio es
dc.contributor.author Serrano López, Antonio J. es
dc.contributor.author Aguiló Muñoz, Luz es
dc.contributor.author Paredes Gallardo, Vanessa es
dc.contributor.author Gandía Franco, José Luis es
dc.date.accessioned 2017-07-24T07:14:31Z
dc.date.available 2017-07-24T07:14:31Z
dc.date.issued 2017 es
dc.identifier.citation Gandía Aguiló, Vicente ; Cibrián Ortiz de Anda, Rosa María ; Soria Olivas, Emilio ; Serrano López, Antonio J. ; Aguiló Muñoz, Luz ; Paredes Gallardo, Vanessa ; Gandía Franco, José Luis. Use of self-organizing maps for analyzing the behavior of canines displaced towards midline under interceptive treatment. En: Medicina oral, patología oral y cirugía bucal. Ed. inglesa, 22 2 2017: 14- es
dc.identifier.uri http://hdl.handle.net/10550/59833
dc.description.abstract Displaced maxillary permanent canine is one of the more frequent findings in canine eruption process and it?s easy to be outlined and early diagnosed by means of x-ray images. Late diagnosis frequently needs surgery to rescue the impacted permanent canine. In many cases, interceptive treatment to redirect canine eruption is needed. However, some patients treated by interceptive means end up requiring fenestration to orthodontically guide the canine to its normal occlusal position. It would be interesting, therefore, to discover the dental characteristics of patients who will need additional surgical treatment to interceptive treatment. To study the dental characteristics associated with canine impaction, conventional statistics have traditionally been used. This approach, although serving to illustrate many features of this problem, has not provided a satisfactory response or not provided an overall idea of the characteristics of these types of patients, each one of them with their own particular set of variables. Faced with this situation, and in order to analyze the problem of impaction despite interceptive treatment, we have used an alternative method for representing the variables that have an influence on this syndrome. This method is known as Self-Organizing Maps (SOM), a method used for analyzing problems with multiple variables. We analyzed 78 patients with a PMC angulation higher than 100º. All of them were subject to interceptive treatment and in 21 cases it was necessary to undertake the above-mentioned fenestration to achieve the final eruption of the canine. In this study, we describe the process of debugging variables and selecting the appropriate number of cells in SOM so as to adequately visualize the problem posed and the dental characteristics of patients with regard to a greater or lesser probability of the need for fenestration. es
dc.title Use of self-organizing maps for analyzing the behavior of canines displaced towards midline under interceptive treatment es
dc.type journal article es_ES
dc.subject.unesco UNESCO::CIENCIAS MÉDICAS es
dc.identifier.doi 10.4317/medoral.21509 es
dc.type.hasVersion VoR es_ES

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