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Predicción de riesgo de sufrir un síndrome coronario agudo mediante la utilización de clasificadores de Machine Learning;
A Machine Learning Algorithm for Risk Prediction of Acute Coronary Syndrome

Creators:Polero, Luis, Garmendia, Cristian M., Echegoyen, Raúl E., Alves de Lima, Alberto, Bertón, Felipe, Lambardi, Florencia, Ariznavarreta, Paula, Campos, Roberto, Costabel, Juan Pablo

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Descripción

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Background: Chest pain represents one of the most common reasons for consultation in emergency medical services (EMS). A diagnostic strategy using objective and subjective information about the characteristics of chest pain has not been identified yet. Objective: The aim of this study was to evaluate the performance of a machine learning classifier to predict the risk for non-ST segmentelevation acute coronary syndrome (ACS) in patients consulting an EMS due to chest pain. Methods: A total of 161 patients consulting the EMS due to chest pain were analyzed. Both objective and subjective variables aboutthe characteristics of chest pain were recorded using a machine learning classifier. Results: Mean age was 57.43±12 years, 75% were men and 16% had history of cardiovascular disease. Acute coronary syndrome was present in 57.8% of cases with an incidence of acute myocardial infarction of 29.8%. Among the latter 35% required percutaneous coronary intervention and 9.9% myocardial revascularization surgery during the 30-day follow-up. A Random Forest Classifier was used as model of classification, with an area under the ROC curve of 0.8991, sensitivity of 0.8552, specificity of 0.8588 and accuracy of 0.8441. The most significant predictors in the model were weight (p = 0.002), age (p = 5.011e-07), pain intensity (p = 3.0679e-05),systolic blood pressure (p = 0.6068) and the subjective characteristics of pain (p = 1.590 e-04).Conclusions: Machine learning classifiers are a useful and effective tool to predict an acute coronary syndrome at 30-day follow-up.

Metadatos destacados

Colecciones
Argentine Journal of Cardiology

Editor

Sociedad Argentina de Cardiología

Fuente

Revista Argentina de Cardiología; Vol 88, No 1 (2020); 9-13, Argentine Journal of Cardiology; Vol 88, No 1 (2020); 9-13

Citación

Polero, Luis et al., “Predicción de riesgo de sufrir un síndrome coronario agudo mediante la utilización de clasificadores de Machine Learning,” Archivo PPCT, consulta 2 de abril de 2026, http://archivoppct.caicyt.gov.ar/items/show/9668.

Dublin Core

Autor

Polero, Luis
Garmendia, Cristian M.
Echegoyen, Raúl E.
Alves de Lima, Alberto
Bertón, Felipe
Lambardi, Florencia
Ariznavarreta, Paula
Campos, Roberto
Costabel, Juan Pablo

Fuente

Revista Argentina de Cardiología; Vol 88, No 1 (2020); 9-13
Argentine Journal of Cardiology; Vol 88, No 1 (2020); 9-13

Editor

Sociedad Argentina de Cardiología

Fecha

2020-03-09

Derechos

Los que firman al pié, certificamos que tenemos total responsabilidad por la conducción de este estudio y por el diseño y la interpretación de los datos. Nosotros escribimos el manuscrito y somos responsables por la decisión acerca del mismo. Cada uno de nosotros cumple la definición de autor como se afirma en el Comité Internacional de Editores de Revistas Médicas (International Committee of Medical Journal Editors, ver www.icmje.org). Nosotros hemos visto y aprobado el manuscrito final. Ni el artículo, ni ninguna parte esencial del mismo, incluido las tablas y las figuras, será publicado o admitido para arbitrar a otra parte antes de aparecer en la Revista.También notificamos haber leído la sección “conflicto de intereses”, y revelaríamos cualquiera que existiera. Dejamos constancia que si nuestro artículo se publicara en la RAC, cederíamos los derechos (copyright) a la Revista.Los documentos publicados en esta revista están bajo la licencia Creative Commons Atribución-NoComercial-Compartir-Igual 2.5 Argentina.
Those signing below certify that we have full responsibility for the conduction of this study and for the design and interpretation of the information. We wrote the manuscript and are responsible for its decision. Each of us fulfills the definition of authorship as stated by the International Committee of Medical Journal Editors ( www.icmje.org). We have signed and approved the final manuscript. Neither the manuscript, nor any essential part thereof, including tables and figures, will be published or accepted for refereeing elsewhere before being published in the Journal. We have also read the "Conflict of Interest" section and would disclose any existing. We state that if our manuscript is published in the RAC, we shall transfer the copyright to the Journal.

Idioma

spa
eng

Tipo

info:eu-repo/semantics/article
info:eu-repo/semantics/publishedVersion