Výsledky vyhledávání - "Ana Monsalve-Torra"

Using machine learning methods for predicting inhospital mortality in patients undergoing open repair of abdominal aortic aneurysm

Autor: Antonio Soriano-Payá, Daniel Ruiz-Fernandez, Jaime Camacho-Mackenzie, Marisol Carreno-Jaimes, Ana Monsalve-Torra, Oscar Marín-Alonso

Publikováno v: RUA. Repositorio Institucional de la Universidad de Alicante
Universidad de Alicante (UA)

Display Omitted Machine learning is used for predicting inhospital mortality in patients with AAA.The methods tested provided an accuracy higher than 95%.The best results were obtained with Bayesian networks.Using feature selection and combining seve

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::0069c6773b53309d5386254fa1c60804
https://hdl.handle.net/10045/57221

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Swarm intelligence applied to the risk evaluation for congenital heart surgery

Autor: Daniel Ruiz-Fernandez, Brayan S. Zapata-Impata, Ana Monsalve-Torra

Publikováno v: EMBC

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 ri

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::ee7e483a8e583e0107c5ba5f8b6322ba
https://pubmed.ncbi.nlm.nih.gov/26736238

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Aid decision algorithms to estimate the risk in congenital heart surgery

Autor: Antonio Soriano-Payá, Oscar Marín-Alonso, Ana Monsalve Torra, Daniel Ruiz-Fernandez, Eddy Triana Palencia

Publikováno v: RUA. Repositorio Institucional de la Universidad de Alicante
Universidad de Alicante (UA)

HighlightsWe propose an alternative system for classifying the risk in paediatric congenital heart surgery.Four methods are tested: a perceptron multilayer, self-organising maps, a radial basis function neural network and decision trees.We obtain an

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::6862363d7623ef73565ab257ff3e71af
http://hdl.handle.net/10045/53439

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Micromundo soporte a la introducción de la ingeniería de sistemas sociales como soporte fundamental para la formación en participación ciudadana

Autor: Ana Monsalve Torra

Publikováno v: Ana Monsalve Torra

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=dedup_wf_001::0905ae3c3e5e2b93c212dd2b8dfa0e68
http://cetics.org/ribie-col/

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