Fully Automatic Atrial Fibrosis Assessment Using a Multilabel Convolutional Neural Network

Pathological atrial fibrosis is a major contributor to sustained atrial fibrillation. Currently, late gadolinium enhancement (LGE) scans provide the only noninvasive estimate of atrial fibrosis. However, widespread adoption of atrial LGE has been hindered partly by nonstandardized image processing t...

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Veröffentlicht in:	Circulation. Cardiovascular imaging 2020-12, Vol.13 (12), p.e011512-e011512
Hauptverfasser:	Razeghi, Orod, Sim, Iain, Roney, Caroline H., Karim, Rashed, Chubb, Henry, Whitaker, John, O’Neill, Louisa, Mukherjee, Rahul, Wright, Matthew, O’Neill, Mark, Williams, Steven E., Niederer, Steven
Format:	Artikel
Sprache:	eng
Schlagworte:	Automation Contrast Media Fibrosis Heart Atria - diagnostic imaging Heart Atria - pathology Heart Diseases - diagnostic imaging Heart Diseases - pathology Humans Image Interpretation, Computer-Assisted Magnetic Resonance Imaging Neural Networks, Computer Observer Variation Organometallic Compounds Original Predictive Value of Tests Reproducibility of Results
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