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Mechanical stress in abdominal aortic aneurysms using artificial neural networks

Autor
Soudah, E.; Rodriguez, J.; López, R.
Tipus d'activitat
Article en revista
Revista
Journal of mechanics in medicine and biology
Data de publicació
2015-06-01
Volum
15
Número
3
Pàgina inicial
1550029-1
Pàgina final
1550029-13
DOI
https://doi.org/10.1142/S0219519415500293 Obrir en finestra nova
Repositori
http://hdl.handle.net/2117/85112 Obrir en finestra nova
URL
http://www.worldscientific.com/doi/10.1142/S0219519415500293 Obrir en finestra nova
Resum
Combination of numerical modeling and artificial intelligence (AI) in bioengineering processes are a promising pathway for the further development of bioengineering sciences. The objective of this work is to use Artificial Neural Networks (ANN) to reduce the long computational times needed in the analysis of shear stress in the Abdominal Aortic Aneurysm (AAA) by finite element methods (FEM). For that purpose two different neural networks are created. The first neural network (Mesh Neural Network...
Citació
Soudah, E., Rodriguez, J., López, R. Mechanical stress in abdominal aortic aneurysms using artificial neural networks. "Journal of mechanics in medicine and biology", 01 Juny 2015, vol. 15, núm. 3, p. 1550029-1-1550029-13.
Paraules clau
AAA, Artificial neural network, DIAMETER, MODEL, PREDICTION, RUPTURE-RISK, WALL STRESS, real time
Grup de recerca
(MC)2 - UPC Mecànica de Medis Continus i Computacional
GMNE - Grup de Mètodes Numèrics en Enginyeria

Participants