Swarm intelligence applied to the risk evaluation for congenital heart surgery

Particle Swarm Optimization is an optimization technique based on the positions of several particles created to find the best solution to a problem. In this work we analyze the accuracy of a modification of this algorithm to classify the levels of risk for a surgery, used as a treatment to correct c...

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Main Authors: Zapata-Impata, Brayan S., Ruiz-Fernandez, Daniel, Monsalve-Torra, Ana
Format: Conference Proceeding
Language:English
Subjects:
Diseases
Heart
Particle swarm optimization
Pediatrics
Surgery
Training
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creator Zapata-Impata, Brayan S.
Ruiz-Fernandez, Daniel
Monsalve-Torra, Ana
description Particle Swarm Optimization is an optimization technique based on the positions of several particles created to find the best solution to a problem. In this work we analyze the accuracy of a modification of this algorithm to classify the levels of risk for a surgery, used as a treatment to correct children malformations that imply congenital heart diseases.
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ispartof 2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2015, Vol.2015, p.214-217
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source IEEE Electronic Library (IEL) Conference Proceedings
subjects Diseases
Heart
Particle swarm optimization
Pediatrics
Surgery
Training
title Swarm intelligence applied to the risk evaluation for congenital heart surgery
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