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Landmark Detection in Cardiac MRI by Using a Convolutional Neural Network.

Hui XueJessica ArticoMarianna FontanaJames C MoonRhodri H DaviesPeter Kellman
Published in: Radiology. Artificial intelligence (2021)
A CNN was developed for landmark detection on both long- and short-axis CMR images acquired with cine, LGE, and T1 mapping sequences, and the accuracy of the CNN was comparable with the interreader variation.Keywords: Cardiac, Heart, Convolutional Neural Network (CNN), Deep Learning Algorithms, Machine Learning Algorithms, Feature Detection, Quantification, Supervised Learning, MR Imaging Supplemental material is available for this article. Published under a CC BY 4.0 license.
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