AI-Based Aortic Stenosis Classification in MRI Scans

AI-Based Aortic Stenosis Classification in MRI Scans

Aortic stenosis (AS) is a critical cardiovascular condition that necessitates precise diagnosis for effective patient care. Despite a limited dataset comprising only 202 images, our study employs transfer learning to investigate the efficacy of five convolutional neural network (CNN) models, coupled...

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Bibliographic Details
Main Authors: Luís B. Elvas, Pedro Águas, Joao C. Ferreira, João Pedro Oliveira, Miguel Sales Dias, Luís Brás Rosário
Format: Article
Language:English
Published: MDPI AG 2023-11-01
Series:Electronics
Subjects:
MRI imaging
aortic disease classification
aortic stenosis
artificial intelligence
deep learning
MRI classification
Online Access:https://www.mdpi.com/2079-9292/12/23/4835

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https://www.mdpi.com/2079-9292/12/23/4835

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