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...

Full description

Saved in:
Bibliographic Details
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
Online Access:Request full text
Tags: Add Tag
No Tags, Be the first to tag this record!
Description
Summary: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.
ISSN:1094-687X
1558-4615
2694-0604
DOI:10.1109/EMBC.2015.7318338