Mostrar el registro sencillo del ítem

dc.contributor.authorSaadi, F.
dc.contributor.authorBaghdad, Atmani
dc.contributor.authorHenni, F.
dc.contributor.authorBenfriha, H.
dc.contributor.authorAddou, Z.
dc.contributor.authorGuerbouz, R.
dc.date2024-02
dc.date.accessioned2024-03-14T07:52:35Z
dc.date.available2024-03-14T07:52:35Z
dc.identifier.citationF. Saadi, B. Atmani, F. Henni, H.Benfriha, Z.Addou, R. Guerbouz. An Effective Prediction Approach for the Management of Children Victims of Road Accidents, International Journal of Interactive Multimedia and Artificial Intelligence, (2024), http://dx.doi.org/10.9781/ijimai.2024.02.001es_ES
dc.identifier.urihttps://reunir.unir.net/handle/123456789/16224
dc.description.abstractRoad traffic generates a considerable number of accidents each year. The management of injuries caused by these accidents is becoming a real public health problem. Faced with this latter, we propose a new clinical decision making approach based on case-based reasoning (CBR) and data mining (DM) techniques to speed up and improve the care of an injured child. The main idea is to preprocess the dataset before using K Nearest Neighbor (KNN) Classification Model. In this paper, an efficient predictive model is developed to predict the admission procedure of a child victim of a traffic accident in pediatric intensive care units. The evaluation of the proposed model is conducted on a real dataset elaborated by the authors and validated by statistical analysis. This novel model executes a selection of relevant attributes using data mining technique and integrates a CBR system to retrieve similar cases from an archive of cases of patients successfully treated with the proposed treatment plan. The results revealed that the proposed approach outperformed other models and the results of previous studies by achieving an accuracy of 91.66%.es_ES
dc.language.isoenges_ES
dc.publisherInternational Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI)es_ES
dc.relation.ispartofseries;In Press
dc.rightsopenAccesses_ES
dc.subjectcase based reasoninges_ES
dc.subjectdata mininges_ES
dc.subjectdecision treees_ES
dc.subjectmedical decision making approaches_ES
dc.subjectpredictive modeles_ES
dc.subjectroad accidentes_ES
dc.subjectselection of relevant attributeses_ES
dc.subjecttraumatic brain injurieses_ES
dc.subjectIJIMAIes_ES
dc.titleAn Effective Prediction Approach for the Management of Children Victims of Road Accidentses_ES
dc.typearticlees_ES
reunir.tag~IJIMAIes_ES
dc.identifier.doihttp://dx.doi.org/10.9781/ijimai.2024.02.001


Ficheros en el ítem

Thumbnail

Este ítem aparece en la(s) siguiente(s) colección(ones)

Mostrar el registro sencillo del ítem