Towards Automated Quantification of Atrial Fibrosis in Images from Catheterized Fiber-Optics Confocal Microscopy Using Convolutional Neural Networks

Clinical approaches for quantification of atrial fibrosis are currently based on digital image processing of magnetic resonance images. Here, we introduce and evaluate a comprehensive framework based on convolutional neural networks for quantifying atrial fibrosis from images acquired with catheteri...

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Xehetasun bibliografikoak
Argitaratua izan da:Funct Imaging Model Heart
Egile Nagusiak: Huang, Chao, Wasmund, Stephen L., Yamaguchi, Takanori, Knighton, Nathan, Hitchcock, Robert W., Polejaeva, Irina A., White, Kenneth L., Marrouche, Nassir F., Sachse, Frank B.
Formatua: Artigo
Hizkuntza:Inglês
Argitaratua: 2019
Gaiak:
Article
Sarrera elektronikoa:https://ncbi.nlm.nih.gov/pmc/articles/PMC6594702/
https://ncbi.nlm.nih.gov/pubmed/31245795
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1007/978-3-030-21949-9_19
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