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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Bibliographic Details

Published in:	Biomedicines
Main Authors:	Philippe Germain, Armine Vardazaryan, Aissam Labani, Nicolas Padoy, Catherine Roy, Soraya El Ghannudi
Format:	Article
Language:	English
Published:	MDPI AG 2023-01-01
Subjects:	cardiac amyloidosis light chain transthyretine deep learning convolutional neural network algorithm vs. human comparison
Online Access:	https://www.mdpi.com/2227-9059/11/1/193