2026-04-28T01:53:01Zhttps://riubu.ubu.es/oai/request

oai:riubu.ubu.es:10259/85772024-02-08T01:05:13Zcom_10259_3847com_10259_5086com_10259_2604col_10259_7109col_10259_7409

Curiel Herrera, Leticia Elena 824 600 Baruque Zanón, Bruno 54 600 0000-0002-4993-204X Dueñas, Carlos 88a744fb-e727-4027-a7d7-e02c5c3e1693 600 Corchado, Emilio 125 600 0000-0001-8560-3991 Pérez, Cristina c870b247-ac86-4237-ae72-27fc2a9daca7 600 2024-02-05T10:48:22Z 2024-02-05T10:48:22Z 2011 1867-5662 http://hdl.handle.net/10259/8577 10.1007/978-3-642-19934-9_30 1867-5670 Trabajo presentado en: International Symposium on Distributed Computing and Artificial Intelligence, 2011 This study proposes the use of decision trees to detect possible complications in a critical disease called endocarditis. The endocarditis illness could produce heart failure, stroke, kidney failure, emboli, immunological disorders and death. The aim is to obtained a tree decision classifier based on the symptoms (attributes) of patients (the data instances) observed by doctors to predict the possible complications that can occur when a patient is in treatment of bacterial endocarditis and thus, help doctors to make an early diagnose so that they can treat more effectively the infection and aid to a patient faster recovery. The results obtained using a real data set, show that with the information extracted form each case in an early stage of the development of the patient a quite accurate idea of the complications that can arise can be extracted. application/pdf eng Springer Nature Advances in Intelligent and Soft Computing. 2011, V. 91, p. 241-248 https://doi.org/10.1007/978-3-642-19934-9_30 Decision Tree Infective Endocarditis Bacterial Endocarditis Kernel Cluster Case Base Reasoning System Informática Medicina Computer science Medicine Complications Detection in Treatment for Bacterial Endocarditis info:eu-repo/semantics/bookPart info:eu-repo/semantics/conferenceObject info:eu-repo/semantics/acceptedVersion info:eu-repo/semantics/openAccess 91 241 248 THUMBNAIL Curiel-Complications_detection_treatment_bacterial_2011.pdf.jpg Curiel-Complications_detection_treatment_bacterial_2011.pdf.jpg IM Thumbnail image/jpeg 3975 https://riubu.ubu.es/bitstream/10259/8577/4/Curiel-Complications_detection_treatment_bacterial_2011.pdf.jpg 57faf4d7b17e98409c492969cb0291de MD5 4 ORIGINAL Curiel-Complications_detection_treatment_bacterial_2011.pdf Curiel-Complications_detection_treatment_bacterial_2011.pdf application/pdf 266280 https://riubu.ubu.es/bitstream/10259/8577/3/Curiel-Complications_detection_treatment_bacterial_2011.pdf 07ce32746b796fcc5fe70caa9c979b59 MD5 3 LICENSE license.txt license.txt text/plain; charset=utf-8 1362 https://riubu.ubu.es/bitstream/10259/8577/2/license.txt 5d013bfa6e473ff0db22cd82a4d71a70 MD5 2 10259/8577 oai:riubu.ubu.es:10259/8577 2024-02-08 02:05:13.923 Repositorio Institucional de la Universidad de Burgos bubrep@ubu.es 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