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A Convolutional Neural Network-based Deformable Image Registration Method for Cardiac Motion Estimation from Cine Cardiac MR Images

In this work, we describe an unsupervised deep learning framework featuring a Laplacian-based operator as smoothing loss for deformable registration of 3D cine cardiac magnetic resonance (CMR) images. Before registration, the input 3D images are corrected for slice misalignment by segmenting the lef...

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書誌詳細
出版年:Comput Cardiol (2010)
主要な著者: Upendra, Roshan Reddy, Wentz, Brian Jamison, Shontz, Suzanne M, Linte, Cristian A
フォーマット: Artigo
言語:Inglês
出版事項: 2021
主題:
オンライン・アクセス:https://ncbi.nlm.nih.gov/pmc/articles/PMC8168986/
https://ncbi.nlm.nih.gov/pubmed/34079839
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.22489/CinC.2020.204
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