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Fully Automatic Left Atrium Segmentation from Late Gadolinium Enhanced Magnetic Resonance Imaging Using a Dual Fully Convolutional Neural Network

Atrial fibrillation (AF) is the most prevalent form of cardiac arrhythmia. Current treatments for AF remain suboptimal due to a lack of understanding of the underlying atrial structures that directly sustain AF. Existing approaches for analyzing atrial structures in 3D, especially from late gadolini...

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Bibliographische Detailangaben
Veröffentlicht in:IEEE Trans Med Imaging
Hauptverfasser: Xiong, Zhaohan, Fedorov, Vadim V., Fu, Xiaohang, Cheng, Elizabeth, Macleod, Rob, Zhao, Jichao
Format: Artigo
Sprache:Inglês
Veröffentlicht: 2019
Schlagworte:
Online Zugang:https://ncbi.nlm.nih.gov/pmc/articles/PMC6364320/
https://ncbi.nlm.nih.gov/pubmed/30716023
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1109/TMI.2018.2866845
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