A Web-based Fuzzy Inference System Based Tool for Cardiovascular Disease Risk Assessment.
Objective. Developing a Web-based Fuzzy Inference Tool for cardiovascular risk assessment. The tool uses evidence-based medicine inference rules for membership classification. Methods. The system framework allows adding variables such as gender, age, weight, height, medication intake, and blood pres...
| Publicado en: | NOVA: Publicación Científica en Ciencias Biomédicas Vol. 13; no. 24; pp. 7 - 17 |
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| Autores principales: | , , |
| Formato: | Artículo |
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Universidad Colegio Mayor de Cundinamarca
2015
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| Materias: | |
| Acceso en línea: | Ver este registro en EBSCOhost |
| fields | @attributes: recordID: 1 pdfLink: plink: https://search.ebscohost.com/login.aspx?direct=true&db=lth&AN=113913259&site=ehost-live header: @attributes: shortDbName: lth uiTerm: 113913259 longDbName: MedicLatina uiTag: AN controlInfo: bkinfo: jinfo: jid: 17942470 FI4R jtl: NOVA: Publicación Científica en Ciencias Biomédicas issn: 17942470 maglogo: N pubinfo: dt: 2015 vid: 13 iid: 24 pid: 27381 pub: Universidad Colegio Mayor de Cundinamarca artinfo: ui: 113913259 10.22490/24629448.1712 ppf: 7 ppct: 10 formats: fmt: @attributes: type: P size: 1MB tig: atl: A Web-based Fuzzy Inference System Based Tool for Cardiovascular Disease Risk Assessment. aug: au: Yunda, Leonardo Pacheco, David Millan, Jorge affil: Bioinnova Group, School of Health Universidad Nacional Abierta y a Distancia UNAD, Bogotá, Colombia Department of Electrical Engineering and Computer Science, Massachussets Institute of Technology Sigma Biomedical, Massachussets Institute of Technology su: Cardiovascular disease diagnostic equipment Risk assessment Evidence-based medicine Fuzzy logic Medical informatics Cardiovascular diseases risk factors Equipment & supplies sug: subj: Cardiovascular disease diagnostic equipment Risk assessment Evidence-based medicine Fuzzy logic Medical informatics Cardiovascular diseases risk factors Equipment & supplies keyword: Cardiovascular risk assessment Evidence Based Medicine Fuzzy Logic evaluación de riesgo cardiovascular lógica difusa medicina basada en evidencia ab: Objective. Developing a Web-based Fuzzy Inference Tool for cardiovascular risk assessment. The tool uses evidence-based medicine inference rules for membership classification. Methods. The system framework allows adding variables such as gender, age, weight, height, medication intake, and blood pressure, with various types of membership functions based on classification rules. Results. By inputting patient clinical data, the tool allows health professionals to obtain a prediction of cardiovascular risk. The tool can also be later used to predict other types of risks including cognitive and physical disease conditions. Objetivo. Desarrollar una herramienta Fuzzy de Inferencia basada en Web para la evaluación del riesgo cardiovascular. La herramienta hace uso de reglas de inferencia de medicina basada en evidencia para la clasificación de membresía. Métodos. El marco del sistema permite la adición de variables como el género, la edad, el peso, la altura, la ingesta de medicamentos, y la tensión arterial, con varios tipos de funciones de pertenencia basada en reglas de clasificación. Resultados. La herramienta permite a los profesionales de la salud ingresar los datos clínicos del paciente y obtener una predicción del riesgo cardiovascular. La herramienta también puede ser utilizada más adelante para predecir otros tipos de riesgos, incluyendo condiciones de la enfermedad cognitivas y físicas. pubtype: Academic Journal doctype: Article src: R language: English refInfo: copyright: @attributes: flag: Y custom: Copyright of NOVA: Publicación Científica en Ciencias Biomédicas is the property of Universidad Colegio Mayor de Cundinamarca and its content may not be copied or emailed to multiple sites without the copyright holder's express written permission. Additionally, content may not be used with any artificial intelligence tools or machine learning technologies. However, users may print, download, or email articles for individual use. item: NOVA: Publicación Científica en Ciencias Biomédicas holder: Universidad Colegio Mayor de Cundinamarca dt: @attributes: year: 2015 holdings: @attributes: islocal: N |
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