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Deep Learning to Classify AL versus ATTR Cardiac Amyloidosis MR Images

The aim of this work was to compare the classification of cardiac MR-images of AL versus ATTR amyloidosis by neural networks and by experienced human readers. Cine-MR images and late gadolinium enhancement (LGE) images of 120 patients were studied (70 AL and 50 TTR). A VGG16 convolutional neural net...

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Autori principali: Philippe Germain, Armine Vardazaryan, Aissam Labani, Nicolas Padoy, Catherine Roy, Soraya El Ghannudi
Natura: Artigo
Lingua:Inglês
Pubblicazione: MDPI AG 2023-01-01
Serie:Biomedicines
Soggetti:
cardiac amyloidosis
light chain
transthyretine
deep learning
convolutional neural network
algorithm vs. human comparison
Accesso online:https://www.mdpi.com/2227-9059/11/1/193
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